{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4299418,"total_is_capped":false,"direct_labels_cover":11048,"predictions_cover":4299418,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"44136fa355b3","filters":{}},"results":[{"id":"W1979290264","doi":"10.1191/1478088706qp063oa","title":"Using thematic analysis in psychology","year":2006,"lang":"en","type":"article","venue":"Qualitative Research in Psychology","topic":"Community Health and Development","field":"Health Professions","cited_by":183308,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Thematic analysis; Thematic map; Qualitative analysis; Qualitative research; Relation (database); Thematic structure; Psychology; Epistemology; Sociology; Computer science; Social science; Data mining; Philosophy; Cartography","retraction":null,"screen_n_in":null,"score":{"opus":0.7949427077005367,"gpt":0.7900787106833939,"spread":0.004863997017142796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02552335,0.0001795958,0.0007001335,0.003911338,0.000497054,0.00000659112,0.0005006289,0.0003874216,0.0009946517],"category_scores_gemma":[0.0009909683,0.0001678575,0.0000784824,0.006308937,0.0004321826,0.0000847397,0.0001912142,0.002820315,0.0005198956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000510311,"about_ca_system_score_gemma":0.0005063568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009146314,"about_ca_topic_score_gemma":0.0161569,"domain_scores_codex":[0.9655734,0.03025612,0.001462897,0.0005603552,0.000495181,0.001652046],"domain_scores_gemma":[0.9894395,0.009060157,0.0002007336,0.0008055396,0.0003244591,0.0001695986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001590458,0.003207527,0.5971903,0.001113947,0.0003021788,0.0002627938,0.2587841,0.0001083296,0.001187912,0.08779956,0.02805267,0.02040024],"study_design_scores_gemma":[0.003357614,0.0002159041,0.4587482,0.0002842064,0.00001376528,0.000003526202,0.05686912,0.0004981943,0.000002154721,0.4722278,0.007500481,0.000279062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8746454,0.001025069,0.003746165,0.01596273,0.0003062423,0.001505219,0.00001436995,0.00003792033,0.1027569],"genre_scores_gemma":[0.9851553,0.0002645279,0.01029381,0.003163519,0.0000976345,0.0005367194,0.00004540616,0.00002798215,0.000415096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3844283,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3118615836","doi":"10.1136/bmj.n71","title":"The PRISMA 2020 statement: an updated guideline for reporting systematic reviews","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":95038,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bruyère; Public Health Ontario; University of Toronto; St. Michael's Hospital; Queen's University; McMaster University; Ottawa Hospital; Impact; University of Ottawa","funders":"National Eye Institute; National Health and Medical Research Council; Medical Research Council; National Institute for Health and Care Research","keywords":"Checklist; Systematic review; Guideline; Statement (logic); Terminology; Presentation (obstetrics); Computer science; MEDLINE; Management science; Medicine; Data science; Psychology; Pathology; Engineering; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.8062818462597879,"gpt":0.610120910204588,"spread":0.1961609360551999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.4963397,0.0002600368,0.004409175,0.00006398128,0.0004040787,0.001592953,0.001370683,0.00005382214,0.003158655],"category_scores_gemma":[0.3931606,0.00009510184,0.001850954,0.001141383,0.00002360886,0.0002213496,0.0001468697,0.00008860236,0.001446778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003150266,"about_ca_system_score_gemma":0.0001545373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003612049,"about_ca_topic_score_gemma":0.00006734487,"domain_scores_codex":[0.9052929,0.02037514,0.0685778,0.001171492,0.004193095,0.000389629],"domain_scores_gemma":[0.9253912,0.00480585,0.05706134,0.008193722,0.004339714,0.0002082054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002230495,0.00001955553,0.0001760648,0.001198528,0.0001447024,0.00001576807,0.0001541029,0.00002583498,0.00008419653,0.0007300109,0.9903936,0.007055414],"study_design_scores_gemma":[0.0001035804,0.00001950771,0.00004882159,0.0004292279,0.0003341467,0.00005571885,0.001315311,0.02249178,0.00004684714,0.00309883,0.9719216,0.0001346382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01331608,0.06930827,0.7303122,0.1016709,0.004848388,0.05080887,0.0001011574,0.0000795809,0.02955455],"genre_scores_gemma":[0.03984694,0.001517706,0.4815136,0.01207556,0.00283155,0.007636639,0.000935789,0.0001658691,0.4534764],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4239218,"threshold_uncertainty_score":0.9994435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1951724000","doi":"10.18637/jss.v067.i01","title":"Fitting Linear Mixed-Effects Models Using <b>lme4</b>","year":2015,"lang":"en","type":"article","venue":"Journal of Statistical Software","topic":"Data Analysis with R","field":"Computer Science","cited_by":85618,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Banff International Research Station for Mathematical Innovation and Discovery","keywords":"Restricted maximum likelihood; Deviance (statistics); Mixed model; Smoothing; Applied mathematics; Likelihood function; Mathematics; Generalized linear model; Linear model; Maximum likelihood; Generalized linear mixed model; Covariate; Algorithm; Statistics; Mathematical optimization; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.05709843782498766,"gpt":0.3091346325908944,"spread":0.2520361947659067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009528171,0.0001574766,0.0004106679,0.000163185,0.00008203353,0.0001787019,0.0008681733,0.00006818924,0.000008848665],"category_scores_gemma":[0.002802184,0.0001253954,0.00009875629,0.000386668,0.00005849559,0.001176472,0.00028602,0.0003395146,0.00002376487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370502,"about_ca_system_score_gemma":0.0002597245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002446738,"about_ca_topic_score_gemma":0.000001687414,"domain_scores_codex":[0.9977947,0.0001709911,0.0006136706,0.0002227692,0.0008701847,0.0003276457],"domain_scores_gemma":[0.997327,0.0008255639,0.0004153922,0.0003406523,0.0005814554,0.0005098938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001876507,0.0009706601,0.01076648,0.0004139777,0.0007772641,0.006939227,0.002703609,0.2079741,0.0004120017,0.1951889,0.06049496,0.5131711],"study_design_scores_gemma":[0.0006922987,0.000262031,0.0004306987,0.0001278861,0.0000992819,0.0003246166,0.00004015134,0.9297093,0.0001729496,0.06743106,0.0004911469,0.000218558],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005111812,0.0002128192,0.9939271,0.0001172292,0.0004791062,0.00005101738,0.00002071698,0.00004463909,0.00003560621],"genre_scores_gemma":[0.1532665,0.00000444571,0.8462998,0.0001934798,0.0002033804,5.357288e-7,0.000003158393,0.00001263424,0.00001607407],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7217352,"threshold_uncertainty_score":0.5113477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1522301498","doi":"10.48550/arxiv.1412.6980","title":"Adam: A Method for Stochastic Optimization","year":2014,"lang":"en","type":"preprint","venue":"UvA-DARE (University of Amsterdam)","topic":"Stochastic Gradient Optimization Techniques","field":"Computer Science","cited_by":84783,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Regret; Mathematical optimization; Computer science; Diagonal; Convergence (economics); Stochastic optimization; Rate of convergence; Optimization problem; Mathematics; Key (lock); Machine learning","retraction":null,"screen_n_in":null,"score":{"opus":0.01871386613063046,"gpt":0.2485319222798558,"spread":0.2298180561492253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005002699,0.0003503271,0.0006264208,0.0005694396,0.0002223085,0.00009625836,0.002199625,0.0003871946,0.00004925765],"category_scores_gemma":[0.0001479519,0.0004628222,0.0003201253,0.0003383566,0.0001115098,0.0003277988,0.001900696,0.0002910969,0.000006941858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001621647,"about_ca_system_score_gemma":0.0002265711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311696,"about_ca_topic_score_gemma":0.00001417021,"domain_scores_codex":[0.9978779,0.0001482451,0.0003026356,0.0009203286,0.0004113468,0.0003395215],"domain_scores_gemma":[0.996911,0.0003400069,0.0007094637,0.001207636,0.0006800198,0.0001518753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004770308,0.00007990128,0.000004534395,0.0002963343,0.0001024842,0.000003601647,0.001731758,0.9580553,0.00001891051,0.02145181,0.002923504,0.01528413],"study_design_scores_gemma":[0.0006399584,0.0001932453,0.00003088517,0.0002710785,0.0001022567,0.000004865395,0.0001304083,0.989318,0.00004762581,0.008305665,0.0005299945,0.0004260092],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00005417171,0.00005344178,0.9958817,0.0009196664,0.0006145442,0.001184223,0.00009409319,0.0005319989,0.0006662039],"genre_scores_gemma":[0.01294637,0.00001261824,0.9862407,0.0001154768,0.00005780214,0.000008538424,0.0001357409,0.00003125571,0.0004514626],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03126268,"threshold_uncertainty_score":0.9997823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156098321","doi":"10.1136/bmj.b2535","title":"Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement","year":2009,"lang":"en","type":"article","venue":"BMJ","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":83276,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Medical Research Council; Care and Public Health Research Institute, Universiteit Maastricht; Health Services Research and Development; Canadian Institutes of Health Research; Johns Hopkins Bloomberg School of Public Health; Cancer Research UK; McMaster University; Ottawa Hospital Research Institute; Johns Hopkins University; University of Ioannina; GlaxoSmithKline; University of Bern; University of Ottawa","keywords":"Systematic review; Statement (logic); Computer science; Information retrieval; Data science; MEDLINE; Medicine; World Wide Web; Biology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.9456986814159961,"gpt":0.6550098917731595,"spread":0.2906887896428366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4254097,0.0003788538,0.009007263,0.0001786511,0.0002702248,0.001316962,0.001202639,0.00005671292,0.0009913071],"category_scores_gemma":[0.2404575,0.0001122808,0.004164878,0.0007994575,0.00003076328,0.0002220163,0.0000772641,0.00009744771,0.0003808241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002556744,"about_ca_system_score_gemma":0.00003909411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005894138,"about_ca_topic_score_gemma":0.00001215137,"domain_scores_codex":[0.9299899,0.01712934,0.04675725,0.001202465,0.004553104,0.0003679737],"domain_scores_gemma":[0.9348264,0.00766847,0.05059795,0.005700121,0.001051548,0.0001554714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001102357,0.00008906298,0.0003189074,0.008020476,0.008601462,0.000009627399,0.00209429,0.0001504816,0.0002457004,0.00224719,0.9693674,0.008844387],"study_design_scores_gemma":[0.0005195538,0.0002712818,0.002098389,0.001149501,0.08381217,0.0001616026,0.003646323,0.03079992,0.0001207487,0.0324349,0.8441216,0.000863966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02372631,0.1551627,0.5222453,0.1003441,0.001215039,0.1581181,0.00008853328,0.00008446184,0.03901543],"genre_scores_gemma":[0.73655,0.0003983611,0.07534226,0.0081042,0.0006106034,0.01087006,0.00002982902,0.00005936064,0.1680353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7128237,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2919115771","doi":"10.1038/nature14539","title":"Deep learning","year":2015,"lang":"en","type":"review","venue":"Nature","topic":"Generative Adversarial Networks and Image Synthesis","field":"Computer Science","cited_by":81659,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick; Université de Montréal","funders":"","keywords":"Computer science; Deep learning; Artificial intelligence; Abstraction; Representation (politics); Layer (electronics); Object (grammar); Backpropagation; Convolutional neural network; Feature learning; Pattern recognition (psychology); Speech recognition; Artificial neural network","retraction":null,"screen_n_in":null,"score":{"opus":0.02716068263395695,"gpt":0.3089172964918412,"spread":0.2817566138578843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003331136,0.0002719425,0.0007841624,0.00009477518,0.00009075168,0.0001836859,0.00109493,0.001875155,0.00001934578],"category_scores_gemma":[0.000144473,0.0001942223,0.0002757239,0.0004769405,0.00001659082,0.0002027487,0.0003120626,0.004098183,0.0002314278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006610643,"about_ca_system_score_gemma":0.0001555423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001234231,"about_ca_topic_score_gemma":0.000001289982,"domain_scores_codex":[0.9985898,0.0002677561,0.0001941172,0.0004369398,0.0002733795,0.0002380786],"domain_scores_gemma":[0.9990619,0.00009629477,0.0001706723,0.000446208,0.0001239092,0.0001009787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[1.08829e-7,0.000004212882,5.178169e-8,0.0002780778,0.00002746967,0.00001214926,0.00001970261,0.00006594797,1.336587e-8,0.0007717669,0.007660908,0.9911596],"study_design_scores_gemma":[0.00003005479,0.00001520424,9.097077e-8,0.0007100464,0.00006011538,0.00001690781,0.000001873409,0.003742841,1.836967e-7,0.0001104533,0.9950948,0.0002174048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.325644e-9,0.8822984,0.1116949,0.00004497925,0.0009406568,0.0001367697,7.878148e-7,0.00009262008,0.004790902],"genre_scores_gemma":[0.000001707073,0.98142,0.01628636,0.0001149303,0.0006859018,0.00001245236,0.00001712317,0.00002055418,0.001440957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9909422,"threshold_uncertainty_score":0.9994206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163605009","doi":"10.1145/3065386","title":"ImageNet classification with deep convolutional neural networks","year":2017,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Advanced Neural Network Applications","field":"Computer Science","cited_by":75709,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Softmax function; Convolutional neural network; Computer science; Pooling; Dropout (neural networks); Artificial intelligence; Convolution (computer science); Regularization (linguistics); Pattern recognition (psychology); Deep neural networks; Word error rate; Normalization (sociology); Artificial neural network; Machine learning","retraction":null,"screen_n_in":null,"score":{"opus":0.06443397073163805,"gpt":0.3127342939106008,"spread":0.2483003231789628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0001476125,0.00009998013,0.0001073857,0.00002703116,0.001562505,0.0001133395,0.05644206,0.0000384942,0.000002328779],"category_scores_gemma":[0.0009398077,0.00007249221,0.00005773023,0.0002024414,0.0007417361,0.0004869688,0.01923155,0.0002167907,0.000007349086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003275544,"about_ca_system_score_gemma":0.00003758948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001492302,"about_ca_topic_score_gemma":0.00007284257,"domain_scores_codex":[0.9991522,0.00009591767,0.000212434,0.0002145143,0.0001660568,0.0001589025],"domain_scores_gemma":[0.9454252,0.0002448405,0.0004660415,0.05362982,0.0001908875,0.00004325289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002228203,0.000291469,0.03078941,0.00000944363,0.00007324555,3.936111e-7,0.0002350293,0.03797023,0.002492456,0.8703095,0.01058923,0.04721729],"study_design_scores_gemma":[0.0001937397,0.00001533016,0.1995638,0.0000134204,0.00001318278,0.00001113679,0.00001053975,0.7456469,0.0001903619,0.05181773,0.002412132,0.0001117803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009667458,0.001349665,0.7612506,0.2204143,0.0002749988,0.0008586328,0.00001015259,0.0001988367,0.005975419],"genre_scores_gemma":[0.7423923,0.00009058791,0.2571992,0.0001496086,0.00002447446,0.00007146742,0.000006582831,0.000006989382,0.00005879883],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8184918,"threshold_uncertainty_score":0.9997373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294215472","doi":"10.1371/journal.pmed.1000097","title":"Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement","year":2009,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":64081,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Medical Research Council; Care and Public Health Research Institute, Universiteit Maastricht; Health Services Research and Development; Canadian Institutes of Health Research; Johns Hopkins Bloomberg School of Public Health; Cancer Research UK; McMaster University; Ottawa Hospital Research Institute; Johns Hopkins University; University of Ioannina; GlaxoSmithKline; University of Bern; University of Ottawa","keywords":"Systematic review; Meta-analysis; MEDLINE; Statement (logic); Medicine; Psychology; Family medicine; Political science; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.9574678148491352,"gpt":0.6388385086469631,"spread":0.3186293062021721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3167731,0.0004570584,0.01211566,0.0002738302,0.0002577515,0.0003973706,0.001235921,0.00005839467,0.002180101],"category_scores_gemma":[0.3660171,0.0001229678,0.002187092,0.00102591,0.00008087078,0.0001826004,0.00006328875,0.0001469157,0.0001968804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003119816,"about_ca_system_score_gemma":0.00002975433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007795174,"about_ca_topic_score_gemma":0.000008910859,"domain_scores_codex":[0.9364108,0.01281098,0.04298964,0.001257326,0.00613751,0.0003937288],"domain_scores_gemma":[0.9371606,0.01264313,0.04330068,0.005239595,0.001408206,0.000247846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003701234,0.0003750141,0.0008616445,0.03461262,0.03100255,0.00003272861,0.01309898,0.00007451339,0.003628253,0.003513356,0.8994579,0.01330546],"study_design_scores_gemma":[0.002137955,0.001603618,0.002303434,0.00815478,0.3555213,0.0002190389,0.01271562,0.06051096,0.000428441,0.05456996,0.5004367,0.001398242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04134079,0.3582952,0.2671714,0.191517,0.001245912,0.1112418,0.00005604415,0.0001129014,0.02901893],"genre_scores_gemma":[0.8897567,0.001265969,0.01720286,0.01188599,0.0008725385,0.004916746,0.00004407906,0.00005930899,0.07399575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.848416,"threshold_uncertainty_score":0.998732,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"reporting","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["metaresearch"],"domain":"reporting","study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2101234009","doi":"10.48550/arxiv.1201.0490","title":"Scikit-learn: Machine Learning in Python","year":2012,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":63737,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Google (Canada)","funders":"","keywords":"Python (programming language); Documentation; Computer science; MIT License; Artificial intelligence; Machine learning; Programming language; License; Software engineering; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.06264438384431732,"gpt":0.1994337951573146,"spread":0.1367894113129973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002674727,0.0002121676,0.0002169577,0.0002528843,0.0001372875,0.0001043252,0.001141467,0.0001372315,0.00002930153],"category_scores_gemma":[0.00001472975,0.0002634983,0.0001260112,0.0007847516,0.00004680353,0.0002904461,0.001708219,0.0008021629,0.0002182777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001479281,"about_ca_system_score_gemma":0.0001510456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003124363,"about_ca_topic_score_gemma":0.00006002292,"domain_scores_codex":[0.9986066,0.0001274535,0.0001650689,0.0007132088,0.00009258111,0.0002950627],"domain_scores_gemma":[0.9987911,0.0001323228,0.0001780619,0.0006730611,0.0000907271,0.0001347022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004545137,0.00009376295,0.00537953,0.00002125561,0.00001565819,0.00002248813,0.0002071423,0.464208,0.00002060844,0.526603,0.00006819974,0.003355774],"study_design_scores_gemma":[0.0002193266,0.00001125292,0.008857078,0.00003115962,0.0000120735,0.000002020455,0.00001090063,0.8554332,0.00001608075,0.1298807,0.005217481,0.0003087416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09959707,0.0001489498,0.8912916,0.0003943254,0.0003319382,0.0002616964,0.000008969389,0.0003049181,0.007660598],"genre_scores_gemma":[0.99565,0.00006408692,0.002568486,0.00007553653,0.00009359715,0.000001813444,0.00004336514,0.00001640755,0.001486721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8960529,"threshold_uncertainty_score":0.9999817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151103935","doi":"10.1023/b:visi.0000029664.99615.94","title":"Distinctive Image Features from Scale-Invariant Keypoints","year":2004,"lang":"en","type":"article","venue":"International Journal of Computer Vision","topic":"Robotics and Sensor-Based Localization","field":"Engineering","cited_by":55266,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Artificial intelligence; Pattern recognition (psychology); Clutter; Affine transformation; Computer science; Cognitive neuroscience of visual object recognition; Computer vision; Invariant (physics); Hough transform; 3D single-object recognition; Scale-invariant feature transform; Feature extraction; Mathematics; Image (mathematics); Radar","retraction":null,"screen_n_in":null,"score":{"opus":0.003827422997516845,"gpt":0.2291002685932968,"spread":0.22527284559578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008167628,0.0001067855,0.0001385887,0.0001356301,0.0000242622,0.0001285687,0.0002545165,0.00005024378,0.00003269748],"category_scores_gemma":[0.00001331229,0.00009101976,0.00009546171,0.00005442045,0.00002153437,0.0002617332,0.00003730811,0.0001661477,0.00002329309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433183,"about_ca_system_score_gemma":0.00002137487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002092007,"about_ca_topic_score_gemma":0.000006992638,"domain_scores_codex":[0.9990767,0.00001848706,0.0003195708,0.00008715503,0.0004092634,0.00008877558],"domain_scores_gemma":[0.9993607,0.00004976856,0.0001051411,0.00007765751,0.0003368948,0.00006979987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001036831,0.0001110361,0.0001661205,0.000005486478,0.0001829931,0.0003264895,0.0003928655,0.9598663,0.01230162,0.0008449435,0.002414422,0.02328398],"study_design_scores_gemma":[0.007851262,0.0008053505,0.1704838,0.001639626,0.0001043219,0.0009514456,0.00007998564,0.7067423,0.06960829,0.03632257,0.004561108,0.0008498534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1714287,0.00006331371,0.825494,0.0004795288,0.002178167,0.00003030651,0.00001281769,0.00002872376,0.0002844374],"genre_scores_gemma":[0.9408378,0.00004134146,0.05787215,0.0001340286,0.001069106,2.384608e-7,0.00002219767,0.00001701293,0.000006103325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7694091,"threshold_uncertainty_score":0.3711678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991792334","doi":"","title":"Preferred reporting items for systematic reviews and meta-analyses: the PRISMA Statement.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":45128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Systematic review; CLARITY; Meta-analysis; Medicine; Strengths and weaknesses; MEDLINE; Health care; Alternative medicine; Consolidated Standards of Reporting Trials; Family medicine; Medical education; Psychology; Pathology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.9423289933752216,"gpt":0.5904061852232507,"spread":0.3519228081519709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.41377,0.0004250674,0.009247065,0.0002433307,0.0002932358,0.001833224,0.001467649,0.00006533632,0.0003988356],"category_scores_gemma":[0.2754051,0.0001309746,0.004182117,0.001088767,0.00004127473,0.0003418802,0.00008413825,0.0001195915,0.0001335669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003475874,"about_ca_system_score_gemma":0.00002058396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005109192,"about_ca_topic_score_gemma":0.00001097827,"domain_scores_codex":[0.9378837,0.01586089,0.03982316,0.001401777,0.004420721,0.0006097716],"domain_scores_gemma":[0.9414594,0.008266403,0.04378855,0.005239289,0.0009933389,0.0002530413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003768531,0.0003069239,0.001949171,0.02145528,0.03042275,0.00001861684,0.003744077,0.0001717865,0.0001029013,0.004805052,0.7131678,0.223818],"study_design_scores_gemma":[0.0008358341,0.0001216472,0.03378315,0.000393379,0.1279999,0.0001261879,0.002602001,0.01005543,0.0001343443,0.04657747,0.7761428,0.001227808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04837409,0.2484528,0.3051776,0.0574591,0.001785324,0.2899762,0.0001433635,0.0001536203,0.04847788],"genre_scores_gemma":[0.8782548,0.0002466046,0.00684713,0.00296402,0.000190523,0.03677585,0.00001386064,0.00003089066,0.07467632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8298807,"threshold_uncertainty_score":0.999203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891378911","doi":"10.7326/m18-0850","title":"PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation","year":2018,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":40431,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; McMaster University; University of Alberta; University of Ottawa; Ottawa Hospital; Canadian Agency for Drugs and Technologies in Health; Royal College of Physicians and Surgeons of Canada; Dalhousie University; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research; World Health Organization","keywords":"Checklist; Systematic review; Terminology; Medicine; Guideline; Health care; Quality (philosophy); Medical education; MEDLINE; Management science; Knowledge management; Process management; Psychology; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.3298410457736344,"gpt":0.5466968488783739,"spread":0.2168558031047395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004301309,0.00008206335,0.0002677332,0.0001546573,0.0001471901,0.00001594932,0.0002504875,0.00007198862,0.0001486077],"category_scores_gemma":[0.005175493,0.00006327275,0.00004163041,0.000166209,0.0006871848,0.0001428078,0.00005694149,0.00009690893,0.000008119387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001745046,"about_ca_system_score_gemma":0.00004264979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754008,"about_ca_topic_score_gemma":0.0004455651,"domain_scores_codex":[0.9985887,0.0001303654,0.0004392533,0.0001947444,0.0004174017,0.0002295475],"domain_scores_gemma":[0.9985184,0.0002964629,0.0002402417,0.000160261,0.0006695244,0.0001151224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003712136,0.00008016869,0.001992953,0.00067224,0.00003925458,0.00001002821,0.01405311,8.322369e-8,0.01804416,0.01179393,0.5762553,0.3766876],"study_design_scores_gemma":[0.0009966603,0.00255854,0.003411014,0.02044947,0.00002891562,0.00001209815,0.003570218,0.0003749879,0.04904107,0.01723716,0.9020152,0.0003046673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5632846,0.02463837,0.0728551,0.2017229,0.002688751,0.007417792,0.00001781956,0.0002769516,0.1270977],"genre_scores_gemma":[0.9808463,0.008492335,0.003300542,0.002915511,0.001878585,0.00008783429,0.000004187952,0.0000170822,0.002457557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4175618,"threshold_uncertainty_score":0.6195922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003257820","doi":"10.1038/s41592-019-0686-2","title":"SciPy 1.0: fundamental algorithms for scientific computing in Python","year":2020,"lang":"en","type":"article","venue":"Nature Methods","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":37936,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Google (Canada)","funders":"Los Alamos National Laboratory; Science and Technology Facilities Council; National Nuclear Security Administration; U.S. Department of Energy","keywords":"Python (programming language); Code (set theory); Source code; De facto; Function (biology)","retraction":null,"screen_n_in":null,"score":{"opus":0.06918736113735903,"gpt":0.4267492565917377,"spread":0.3575618954543787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011458,0.0001114607,0.0001564303,0.00009825653,0.0002166794,0.0003020123,0.0006568187,0.00008935143,0.000003670834],"category_scores_gemma":[0.0001146463,0.0001122679,0.00008425436,0.001275168,0.00004524681,0.0001838125,0.0002440374,0.0003469061,0.0000109008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004113236,"about_ca_system_score_gemma":0.00009094924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002698778,"about_ca_topic_score_gemma":0.000001371363,"domain_scores_codex":[0.9986832,0.0001202785,0.0002118859,0.0005464832,0.0002191555,0.000219029],"domain_scores_gemma":[0.9988914,0.0005488148,0.00007937662,0.0002592358,0.0001152983,0.0001058967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007227152,0.00007559549,0.00015819,0.00002813517,0.00001094927,0.000001677127,0.001464917,0.002023079,0.009187564,0.3521201,0.002324782,0.6325978],"study_design_scores_gemma":[0.0003318004,0.00003385427,0.002016282,0.00000867799,0.000002795016,0.000001933815,0.00002015999,0.8807248,0.003342279,0.05258584,0.06077611,0.0001554479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002797633,0.0002420718,0.9900469,0.005429353,0.0006453678,0.0003322247,0.0000103699,0.0001147829,0.0003813226],"genre_scores_gemma":[0.2123619,4.671675e-7,0.786177,0.001197424,0.0001928003,0.00001692553,0.00001728766,0.000008802631,0.00002746833],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8787017,"threshold_uncertainty_score":0.4578153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095705004","doi":"","title":"Dropout: a simple way to prevent neural networks from overfitting","year":2014,"lang":"en","type":"article","venue":"","topic":"Machine Learning and Data Classification","field":"Computer Science","cited_by":34279,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Overfitting; Dropout (neural networks); Computer science; Artificial intelligence; Artificial neural network; Machine learning; Benchmark (surveying); Deep neural networks; Regularization (linguistics)","retraction":null,"screen_n_in":null,"score":{"opus":0.01136010837867235,"gpt":0.2537860031689929,"spread":0.2424258947903206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002980291,0.0000863981,0.0000926068,0.00003306788,0.000103777,0.0001889761,0.0005670101,0.0000321088,0.0000573143],"category_scores_gemma":[0.00014348,0.00007179914,0.00003014185,0.0001719851,0.000006499203,0.0002028279,0.0002782075,0.0001192241,0.0001167119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001481501,"about_ca_system_score_gemma":0.000005036547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000516352,"about_ca_topic_score_gemma":0.00005901926,"domain_scores_codex":[0.9990335,0.0001120705,0.0001566984,0.0003504219,0.0001478461,0.0001994529],"domain_scores_gemma":[0.9990153,0.0001670671,0.00005534033,0.0006269014,0.00002303371,0.0001123471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004311024,0.00006573375,0.01051816,0.000003380788,0.000008493594,0.000001086965,0.0003257093,0.02089405,0.0003754538,0.08239655,0.007722992,0.8776841],"study_design_scores_gemma":[0.00007222479,0.00003916358,0.0207656,0.000003790213,0.000001777834,5.435102e-7,0.000006650748,0.9529493,0.00009504422,0.001186239,0.02478058,0.00009910815],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04197765,0.00001071321,0.9524139,0.002232736,0.0002118633,0.0000717718,0.00000112539,0.0002305503,0.002849664],"genre_scores_gemma":[0.9660603,7.278398e-7,0.03189301,0.00147494,0.000212245,0.000006763363,0.00002661227,0.000005927012,0.0003194066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9320552,"threshold_uncertainty_score":0.2927884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098923148","doi":"10.1136/bmj.d5928","title":"The Cochrane Collaboration's tool for assessing risk of bias in randomised trials","year":2011,"lang":"en","type":"article","venue":"BMJ","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":34210,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Cancer Research UK","keywords":"Cochrane collaboration; Randomized controlled trial; Medicine; MEDLINE; Intervention (counseling); Computer science; Process (computing); Risk analysis (engineering); Medical physics; Data science; Cochrane Library; Surgery; Nursing","retraction":null,"screen_n_in":null,"score":{"opus":0.8349555436794115,"gpt":0.5947742972531589,"spread":0.2401812464262526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5125974,0.0001122015,0.003077972,0.0001451454,0.0001250188,0.0004959765,0.0006873665,0.00004863175,0.001329235],"category_scores_gemma":[0.5363685,0.00003954847,0.001193389,0.00093177,0.00004166151,0.000168445,0.00002494446,0.00004413438,0.0001087999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009837589,"about_ca_system_score_gemma":0.0001382132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001561087,"about_ca_topic_score_gemma":0.0000992325,"domain_scores_codex":[0.9526523,0.03087241,0.01352094,0.0003807269,0.002420652,0.0001529657],"domain_scores_gemma":[0.884284,0.09502605,0.0156799,0.002759964,0.002196828,0.00005327392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003574457,0.0002843742,0.1049892,0.0002440021,0.00160998,0.00000510258,0.007624848,0.0003610605,0.001193229,0.01852785,0.649156,0.2124298],"study_design_scores_gemma":[0.07716645,0.0003402276,0.2022373,0.0007369933,0.004737271,0.00001069262,0.02427766,0.06841676,0.006210994,0.1795076,0.4351066,0.001251509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8124004,0.004184444,0.1358044,0.00262435,0.0015333,0.01532579,0.00009901103,0.000007253484,0.02802103],"genre_scores_gemma":[0.9743839,0.00009095253,0.02051828,0.00006595476,0.0001344737,0.00046041,0.000002639786,0.000007559458,0.00433585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2140495,"threshold_uncertainty_score":0.9995837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2970684805","doi":"10.1136/bmj.l4898","title":"RoB 2: a revised tool for assessing risk of bias in randomised trials","year":2019,"lang":"en","type":"letter","venue":"BMJ","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":30746,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital; St. Michael's Hospital; University of Alberta","funders":"National Eye Institute; Medical Research Council; National Institutes of Health; Biosensors International Group; Canada Research Chairs; University of Bristol; Department of Health and Social Care; Medicines Company; National Institute for Health and Care Research; Eli Lilly and Company; University Hospitals Bristol NHS Foundation Trust; NIHR Bristol Biomedical Research Centre; National Health and Medical Research Council; Academy of Medical Sciences; Cancer Research UK; Patient-Centered Outcomes Research Institute; CHDI Foundation; Wellcome Trust; Amgen","keywords":"Systematic review; Medicine; Randomized controlled trial; Publication bias; Clinical trial; MEDLINE; Computer science; Meta-analysis; Medical physics; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.8555470061646158,"gpt":0.5891069755627785,"spread":0.2664400306018373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.602933,0.0004944842,0.01911336,0.0009508008,0.00005082862,0.001116154,0.002008154,0.0006199102,0.005322596],"category_scores_gemma":[0.6553714,0.0002157751,0.009616779,0.001024094,0.00003649181,0.0001933954,0.00008831752,0.0005866557,0.000932687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000414456,"about_ca_system_score_gemma":0.0003108083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001612466,"about_ca_topic_score_gemma":0.000004277777,"domain_scores_codex":[0.8480901,0.1010743,0.04148867,0.001638083,0.007260427,0.0004484159],"domain_scores_gemma":[0.7562352,0.1855044,0.05012581,0.006551944,0.001538616,0.00004397428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001083027,0.00001103497,0.001194467,0.0005185771,0.0004196514,0.000006363036,0.00005361531,0.00004262285,0.00001431246,0.000007435446,0.988466,0.009157567],"study_design_scores_gemma":[0.00742408,0.00001961955,0.0003892099,0.0006998224,0.001529066,0.000002637305,0.00003540501,0.002321789,0.00001022251,0.001286656,0.9860007,0.0002808433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01482235,0.00861191,0.1735814,0.683631,0.006798457,0.08508873,0.001221888,0.00002322536,0.02622099],"genre_scores_gemma":[0.00891384,0.0005288857,0.1346396,0.513482,0.02098797,0.006201719,0.0007233738,0.0003434432,0.3141792],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2879581,"threshold_uncertainty_score":0.9999208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019607817","doi":"10.1016/j.ejca.2008.10.026","title":"New response evaluation criteria in solid tumours: Revised RECIST guideline (version 1.1)","year":2008,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":29472,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Medical Research Council","keywords":"Guideline; Response Evaluation Criteria in Solid Tumors; Medicine; Clinical trial; Clinical endpoint; Pathological; Disease; Target lesion; Progressive disease; Medical physics; Radiology; Pathology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.07009081787729322,"gpt":0.4234162029133073,"spread":0.3533253850360141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003338796,0.00008292982,0.0002146615,0.0001531327,0.00004023718,0.000009398826,0.0001304469,0.00001668993,0.001507797],"category_scores_gemma":[0.0009544573,0.0000658615,0.00007599971,0.000204913,0.00004163261,0.00007932893,0.00002472721,0.0002549995,0.00002834322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688444,"about_ca_system_score_gemma":0.0004988068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002309201,"about_ca_topic_score_gemma":0.000001224738,"domain_scores_codex":[0.9981853,0.0004163523,0.0006670492,0.0001125459,0.0004992149,0.0001195323],"domain_scores_gemma":[0.9987555,0.00004081773,0.0002886184,0.0001896725,0.0005186165,0.000206748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001266459,0.00005243277,0.0008516481,0.000007820003,0.00001155414,0.0003499516,0.0002149329,0.00001846471,0.04834016,0.000002943797,0.891074,0.05780962],"study_design_scores_gemma":[0.004574703,0.0004857828,0.05670002,0.001352956,0.0001374162,0.0006913028,0.00004186806,0.001704857,0.006503518,0.00005528775,0.9276159,0.0001364145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8229696,0.004322436,0.02335219,0.1390579,0.0005033322,0.0006284682,0.000007464202,0.00006684991,0.009091849],"genre_scores_gemma":[0.926128,0.001719917,0.06467466,0.002953544,0.001225706,0.000003650045,0.000007973092,0.00003719671,0.003249377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1361043,"threshold_uncertainty_score":0.999405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147264455","doi":"10.5860/choice.38-2454","title":"Bowling alone: the collapse and revival of American community","year":2000,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":29029,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Politics; Immigration; Industrialisation; Social capital; Urbanization; Sociology; Craft; History; Political science; Economic history; Political economy; Economic growth; Law; Social science; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.06406043989930219,"gpt":0.3827909452023441,"spread":0.3187305053030419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678675,0.00009117787,0.0003509822,0.00001760212,0.0005155224,0.00002373322,0.0003022724,0.0000266211,0.0001874912],"category_scores_gemma":[0.00065475,0.00006197343,0.0000737123,0.0004023876,0.0004878977,0.00007942651,0.00003645593,0.0002563022,0.00001089681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002872039,"about_ca_system_score_gemma":0.00004032749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01600178,"about_ca_topic_score_gemma":0.01374264,"domain_scores_codex":[0.9984999,0.0007765497,0.0002941787,0.00009756827,0.0001478405,0.0001840186],"domain_scores_gemma":[0.9990466,0.0003979551,0.0001392964,0.0002959568,0.00004520849,0.00007498455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001606133,0.0001920843,0.04537243,0.0003920361,0.00002657236,8.096293e-7,0.01077843,0.000002906048,0.0008477603,0.0003052066,0.001090786,0.9409749],"study_design_scores_gemma":[0.0001147399,0.00003865814,0.02898576,0.0003153857,0.00003400589,9.720997e-7,0.001515971,0.00001889715,0.00002767173,0.00003644675,0.9688136,0.00009790756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972122,0.02262495,0.000007350043,0.0008288024,0.00005798038,0.0003933728,0.00001159903,0.00002533415,0.003928611],"genre_scores_gemma":[0.8489391,0.147325,0.00101128,0.0006970002,0.0005944417,0.00001716441,0.00001160905,0.00001602601,0.001388303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9677228,"threshold_uncertainty_score":0.9905508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2140190241","doi":"10.5860/choice.49-3305","title":"Data mining: concepts and techniques","year":2012,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":28877,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Data science; Data mining","retraction":null,"screen_n_in":null,"score":{"opus":0.1554244839230521,"gpt":0.4082003367705969,"spread":0.2527758528475448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007649604,0.0001177521,0.0002156469,0.00004231069,0.00004924489,0.00009890888,0.001454958,0.00002534248,0.00001413486],"category_scores_gemma":[0.0001949131,0.00008989431,0.00002016935,0.0002102834,0.00003611534,0.002008201,0.001551176,0.00007055743,0.0000410507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006861064,"about_ca_system_score_gemma":0.00000750793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005192965,"about_ca_topic_score_gemma":0.000006492617,"domain_scores_codex":[0.9990689,0.00005609054,0.0002318434,0.0003038955,0.0001082607,0.0002309953],"domain_scores_gemma":[0.9983847,0.00006124462,0.0001051607,0.001329164,0.00001552573,0.000104193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[1.154218e-7,0.00005427059,0.0009560496,0.00006677691,0.00000437172,6.745558e-7,0.00002904417,2.095665e-9,0.00003149962,0.0008744557,0.03148053,0.9665022],"study_design_scores_gemma":[0.00005905697,0.00001299728,0.001127941,0.000110595,0.00001287652,0.000004289898,0.000005576689,0.0009061066,0.00003352288,0.00001887593,0.9975883,0.0001198064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003958783,0.4587623,0.5137571,0.007445876,0.001812181,0.002467812,0.0005779041,0.00129931,0.009918681],"genre_scores_gemma":[0.0009151367,0.04151119,0.9520352,0.002240842,0.001247629,0.00002279444,0.000641721,0.00001441284,0.001371054],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9663824,"threshold_uncertainty_score":0.3665784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2280404143","doi":"10.1001/jama.2016.0287","title":"The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3)","year":2016,"lang":"en","type":"article","venue":"JAMA","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":27967,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto","funders":"National Institute of General Medical Sciences; Defence Science and Technology Laboratory; National Institutes of Health; Universitätsklinikum Jena; InflaRx; European Society of Clinical Microbiology and Infectious Diseases; Academy of Medical Royal Colleges; European Resuscitation Council; European Society of Intensive Care Medicine; American Association of Critical-Care Nurses; European Commission; European Respiratory Society; Pennsylvania State University; Wellcome Trust; Centers for Disease Control and Prevention; University of Pennsylvania; AstraZeneca; CSL Behring; Intensive Care Society; American Thoracic Society","keywords":"Sepsis; Medicine; Septic shock; Intensive care medicine; Organ dysfunction; Systemic inflammatory response syndrome; SOFA score; Epidemiology; Shock (circulatory); Immunology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.09243852238506987,"gpt":0.3350453263807876,"spread":0.2426068039957177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001061257,0.00008886932,0.0001187991,0.0000362517,0.0001452072,0.00004177489,0.00004907641,0.00005162502,0.000112726],"category_scores_gemma":[0.000457946,0.00004331231,0.00009118338,0.00003598527,0.00008954834,0.00002757656,0.00002630187,0.0000384981,0.00006969481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006085939,"about_ca_system_score_gemma":0.00003484093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001156724,"about_ca_topic_score_gemma":0.00003307531,"domain_scores_codex":[0.9993938,0.00001563036,0.0001494123,0.0001624527,0.0001283139,0.0001503579],"domain_scores_gemma":[0.9983248,0.001253806,0.00004518834,0.0001718271,0.0001252202,0.00007913716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004990632,0.0006069764,0.1633284,0.00004466269,0.001269873,0.00004651076,0.0003478038,6.148717e-7,0.001742162,0.0624132,0.5627124,0.2069883],"study_design_scores_gemma":[0.01357047,0.0006876861,0.4148782,0.0004053307,0.0005646409,0.0001715629,0.0005618717,0.0001837825,0.0045704,0.01806637,0.5460833,0.0002563601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7142698,0.000849443,0.0001319471,0.2639448,0.0004861252,0.0006389522,0.000177162,0.00007029195,0.01943155],"genre_scores_gemma":[0.9930916,0.0007878407,0.001329192,0.002268378,0.0002142447,0.0002293216,0.00001624544,0.000014287,0.002048901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2788218,"threshold_uncertainty_score":0.1766225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022903699","doi":"10.1371/journal.pmed.1000100","title":"The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration","year":2009,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":27883,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Ottawa Hospital","funders":"Medical Research Council; Johns Hopkins Bloomberg School of Public Health; National Institute for Health and Care Research; Cancer Research UK; McMaster University; Ottawa Hospital Research Institute; Johns Hopkins University; University of Ioannina; GlaxoSmithKline; University of Bern; University of Ottawa; Care and Public Health Research Institute, Universiteit Maastricht; Canadian Institutes of Health Research; Health Services Research and Development","keywords":"Systematic review; Checklist; Psychological intervention; Guideline; MEDLINE; Health care; Medicine; CLARITY; Psychology; Management science; Nursing; Pathology; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.9844355669469694,"gpt":0.7430451435559292,"spread":0.2413904233910402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3290491,0.0006219818,0.02856061,0.0005736609,0.0003692813,0.0002623847,0.0006241324,0.00008220807,0.0000794293],"category_scores_gemma":[0.2916677,0.0001853905,0.00339636,0.0009514749,0.0001241446,0.0001757711,0.00009645271,0.0001546809,0.00001020703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302075,"about_ca_system_score_gemma":0.0001394024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007185825,"about_ca_topic_score_gemma":0.00006451831,"domain_scores_codex":[0.8761997,0.04035819,0.07538143,0.00151214,0.006204337,0.000344185],"domain_scores_gemma":[0.8531927,0.01758944,0.1231195,0.002643771,0.003323367,0.0001311951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001616624,0.00001886342,0.000002323001,0.6490775,0.01362554,7.642873e-7,0.002050172,6.841649e-7,1.825686e-7,0.0001638067,0.01268215,0.3223763],"study_design_scores_gemma":[0.0002493719,0.000475006,0.000004067898,0.1808375,0.3002394,0.00002243323,0.01386479,0.0002297388,9.997169e-7,0.001350682,0.5024426,0.000283409],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003680862,0.9804861,0.003433909,0.001635056,0.0001403959,0.01423893,0.00002474809,0.000004239309,0.00003293889],"genre_scores_gemma":[0.00004507761,0.9943884,0.001942723,0.0000978504,0.00006726404,0.002447514,0.00007359796,0.0000162574,0.0009213419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4897605,"threshold_uncertainty_score":0.9858614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161374186","doi":"10.1186/2046-4053-4-1","title":"Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement","year":2015,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":26507,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Medical Research Council; National Institute for Health and Care Research; Cancer Research UK; Ottawa Hospital Research Institute","keywords":"Systematic review; Checklist; Protocol (science); Medicine; Guideline; Transparency (behavior); Critical appraisal; Meta-analysis; MEDLINE; Alternative medicine; Computer science; Pathology; Psychology; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.907237994548834,"gpt":0.6216218320071419,"spread":0.2856161625416921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"category_scores_codex":[0.6539984,0.001420594,0.0718968,0.0009171209,0.0002553848,0.002185438,0.003111362,0.0001901791,0.00181163],"category_scores_gemma":[0.4448318,0.0005313414,0.01795197,0.004283353,0.00007458551,0.0006948378,0.0003455251,0.0002378207,0.002622401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000181386,"about_ca_system_score_gemma":0.0001834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001597202,"about_ca_topic_score_gemma":0.00003320549,"domain_scores_codex":[0.7978113,0.06903623,0.1191183,0.002988452,0.01017609,0.0008697028],"domain_scores_gemma":[0.8304632,0.00900018,0.139774,0.01430026,0.005519844,0.0009425475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000002151114,0.00005340051,0.00006005843,0.8473446,0.05716,0.000003905358,0.000435265,0.00001417706,0.000001285847,0.0002905322,0.09462526,0.000009366961],"study_design_scores_gemma":[0.0003268914,0.0001319258,0.000005930754,0.04912132,0.9019998,0.00009719478,0.0008285994,0.002627007,0.000002987932,0.001767774,0.04229411,0.0007964114],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00002070628,0.3554999,0.08879594,0.001980541,0.0001461856,0.5514712,0.00009072486,0.00004249002,0.0019523],"genre_scores_gemma":[0.003276364,0.001191276,0.03287613,0.002893912,0.0001221802,0.8810209,0.00009609037,0.0001389974,0.07838415],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8448399,"threshold_uncertainty_score":0.9998544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165758561","doi":"10.1111/j.1532-5415.2005.53221.x","title":"The Montreal Cognitive Assessment, MoCA: A Brief Screening Tool For Mild Cognitive Impairment","year":2005,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":25404,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University; Hôpital Charles-Le Moyne; Jewish General Hospital; Université du Québec à Montréal","funders":"National Institute on Aging; McGill University","keywords":"Montreal Cognitive Assessment; Medicine; Dementia; Cognitive impairment; Cognition; Mini–Mental State Examination; Gerontology; Physical therapy; Internal medicine; Disease; Psychiatry","retraction":null,"screen_n_in":null,"score":{"opus":0.01950617051180153,"gpt":0.3430767625613862,"spread":0.3235705920495847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002053894,0.0002545184,0.0005229535,0.00006922761,0.0007384461,0.0001519913,0.0003338154,0.00005541925,0.00002993579],"category_scores_gemma":[0.0004671371,0.0001443914,0.0012915,0.0006723616,0.0005414294,0.0001952569,0.0001889298,0.0007012944,0.000003423514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003219652,"about_ca_system_score_gemma":0.0006792882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005146258,"about_ca_topic_score_gemma":0.000008099212,"domain_scores_codex":[0.9970683,0.0002393621,0.0006830182,0.000249605,0.001114536,0.0006451925],"domain_scores_gemma":[0.9954572,0.001432165,0.001217384,0.0002005078,0.001473222,0.000219516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008235923,0.002394829,0.3873306,0.0001360448,0.006385991,0.0000404953,0.002878444,0.00004296223,0.001530448,0.00006819478,0.09067383,0.5002823],"study_design_scores_gemma":[0.0102886,0.003339641,0.9628397,0.0002079034,0.001715039,0.0002074538,0.0116121,0.001874674,0.001054116,0.0001252471,0.006463093,0.0002723839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617099,0.0006858862,0.02479997,0.01011436,0.0001919374,0.001587013,0.00008438755,0.00002028918,0.0008063085],"genre_scores_gemma":[0.9855047,0.00149458,0.006632735,0.003898767,0.00116147,0.00007967455,0.000008245853,0.00004184541,0.001177914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5755092,"threshold_uncertainty_score":0.5888111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168909179","doi":"10.1038/35057062","title":"Initial sequencing and analysis of the human genome","year":2001,"lang":"en","type":"article","venue":"Nature","topic":"RNA and protein synthesis mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24579,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Office of Experimental Program to Stimulate Competitive Research; Institute of Medical Science, University of Tokyo; Medical Research Council; National Yang-Ming University; Chinese Academy of Sciences; Bundesministerium für Bildung und Forschung; Biological and Environmental Research; National Natural Science Foundation of China; Deutsche Forschungsgemeinschaft; U.S. Department of Energy; European Commission; University of Pennsylvania; National Human Genome Research Institute; Wellcome Trust; Achievement Rewards for College Scientists Foundation; Institute of Genetics; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Human genome; Genome; Sequence (biology); Computational biology; Whole genome sequencing; Biology; DNA sequencing; Evolutionary biology; Data science; Genetics; Computer science; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.01156565973104343,"gpt":0.2686998422688373,"spread":0.2571341825377939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008766823,0.00005079256,0.00007981805,0.00003074004,0.00005536891,0.000006060172,0.0001058493,0.0003771509,0.00002983297],"category_scores_gemma":[0.00002699742,0.00003490614,0.00007119963,0.0001468796,0.00002795612,9.462316e-7,0.0000489453,0.0001616729,2.515748e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004054862,"about_ca_system_score_gemma":0.00001313524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007597957,"about_ca_topic_score_gemma":0.00002640635,"domain_scores_codex":[0.9996485,0.00003115707,0.00006826505,0.0001149789,0.00006843518,0.00006864176],"domain_scores_gemma":[0.9997251,0.000003803073,0.00004156861,0.0001845667,0.00002767026,0.00001730209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005591767,0.000003408666,0.001954759,0.000002488329,0.0001203261,9.483546e-7,0.00002378061,0.00001036805,0.9971097,0.0002565387,0.00001502034,0.0004971211],"study_design_scores_gemma":[0.0001169259,0.00004384823,0.04109684,0.000005269809,0.0002137785,0.000008346999,0.00004151402,0.00001412452,0.9495671,0.0003817016,0.008418421,0.00009217163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99692,0.001007482,0.0001241754,0.00008549019,0.00003306379,0.00004991993,0.00001135735,0.00000221171,0.001766329],"genre_scores_gemma":[0.9991346,0.000045894,0.0001353257,0.000314647,0.0000692474,0.000002213842,0.00001943444,0.000004450005,0.0002742101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04754259,"threshold_uncertainty_score":0.2908933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128158076","doi":"10.1016/s0168-9002(03)01368-8","title":"Geant4—a simulation toolkit","year":2003,"lang":"en","type":"article","venue":"Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":24478,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; TRIUMF; University of British Columbia","funders":"Thomas Jefferson National Accelerator Facility; Istituto Nazionale di Fisica Nucleare; Karolinska Institutet; Institut National de Physique Nucléaire et de Physique des Particules; European Space Agency; SLAC National Accelerator Laboratory; Universitat de Barcelona; CERN; TRIUMF; Fermilab; U.S. Department of Energy","keywords":"Range (aeronautics); Software; Set (abstract data type); Tracking (education); Computer science; Physics; Systems engineering; Computational science; Aerospace engineering; Programming language; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.04758000392583422,"gpt":0.3537311514109006,"spread":0.3061511474850663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001035912,0.0002467753,0.0002980766,0.0003113521,0.0002263071,0.0002506736,0.00009106113,0.0001397234,0.00005327145],"category_scores_gemma":[0.00008871462,0.0002567543,0.00005224748,0.0008163506,0.0000652955,0.000341613,0.00006743086,0.0006829827,0.000003186786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005039291,"about_ca_system_score_gemma":0.00001460997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000394317,"about_ca_topic_score_gemma":0.000005464479,"domain_scores_codex":[0.9981436,0.0002613515,0.0002969079,0.0003429641,0.00035222,0.0006029837],"domain_scores_gemma":[0.9994229,0.0001407905,0.00004438871,0.0001600875,0.00005406972,0.0001777823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004894897,0.0003489587,0.004230757,0.0001965258,0.0005002687,0.0000104855,0.002172617,0.008536166,0.5787759,0.007760538,0.0001121668,0.3973067],"study_design_scores_gemma":[0.007798556,0.001960059,0.03118908,0.0005838722,0.0001206857,0.00002168032,0.003427293,0.7201123,0.1260257,0.02962734,0.07564674,0.00348675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929165,0.00007451707,0.00169611,0.000006206352,0.0004629595,0.0002830793,0.00000549871,0.0001529048,0.004402242],"genre_scores_gemma":[0.9942646,0.0004382674,0.005089352,0.00001435647,0.00007657629,0.00001696944,0.00000362421,0.00008018576,0.00001608718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7115761,"threshold_uncertainty_score":0.9999885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157331557","doi":"10.3115/v1/d14-1179","title":"Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation","year":2014,"lang":"en","type":"preprint","venue":"","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":24447,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Machine translation; Computer science; Phrase; Natural language processing; Artificial intelligence; Encoder; Translation (biology); Statistical learning; Speech recognition","retraction":null,"screen_n_in":null,"score":{"opus":0.04515960229356928,"gpt":0.3691423632671048,"spread":0.3239827609735355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005933503,0.0002904494,0.0003435196,0.000222306,0.0002511004,0.0004832166,0.0008621927,0.0002791717,0.00004274652],"category_scores_gemma":[0.0003838145,0.0002685706,0.0001261419,0.0001535412,0.00005216881,0.0003315868,0.0004916782,0.0007265231,0.000004923724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008038641,"about_ca_system_score_gemma":0.0001652279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002695741,"about_ca_topic_score_gemma":0.00003984808,"domain_scores_codex":[0.9978476,0.0001757952,0.0004640394,0.0008556104,0.0003375602,0.0003194068],"domain_scores_gemma":[0.9983073,0.0004718175,0.0002608958,0.0006424564,0.0002165457,0.0001010032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007412431,0.0002197407,0.000388896,0.001406207,0.0001707038,0.00003567908,0.003961583,0.05365009,0.006401915,0.1893911,0.002384002,0.7419159],"study_design_scores_gemma":[0.0001837241,0.00003517094,0.000009144051,0.00007417821,0.00003427194,0.00001075712,0.00000947767,0.8724857,0.001925784,0.1245661,0.0003607268,0.0003049337],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002338792,0.0008471452,0.9957536,0.0006601838,0.0002949208,0.0006248907,0.00003542892,0.001122505,0.0004274648],"genre_scores_gemma":[0.1995469,0.000009294705,0.7996864,0.000151089,0.000117934,0.00007016637,0.0001929611,0.00002825687,0.0001969256],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8188356,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963276645","doi":"10.1038/s41587-019-0209-9","title":"Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2","year":2019,"lang":"en","type":"letter","venue":"Nature Biotechnology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24006,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Dalhousie University","funders":"National Institute of Environmental Health Sciences; National Institute of General Medical Sciences; Medical Research Council; Universitetet i Bergen; Agricultural Research Service; Washington Research Foundation; Haukeland Universitetssjukehus; Medizinische Universität Graz; San Diego State University; National Institutes of Health; National Institute on Minority Health and Health Disparities; Karl-Franzens-Universität Graz; National Cancer Institute; Tianjin University; Max-Planck-Gesellschaft; Chinese Academy of Sciences; Karolinska Institutet; Stockholms Universitet; National Science Foundation; Universidad del Atlántico; Florida Atlantic University; Arizona Board of Regents; Natural Sciences and Engineering Research Council of Canada; U.S. Department of Agriculture; Alfred P. Sloan Foundation; Massachusetts Institute of Technology; National Health and Medical Research Council; Northern Arizona University","keywords":"Microbiome; Scalability; Extensibility; Computer science; Computational biology; Data science; Biology; Bioinformatics; Database; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.02046194341237909,"gpt":0.3134125506173104,"spread":0.2929506072049314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005953854,0.0004605198,0.0005216047,0.0006740435,0.0002342597,0.00009148101,0.001898451,0.006392747,0.00002010215],"category_scores_gemma":[0.0004231395,0.0004377198,0.00005917252,0.0006402384,0.001117372,0.00002702977,0.003018122,0.004057332,0.00004282019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009773008,"about_ca_system_score_gemma":0.000804189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007789719,"about_ca_topic_score_gemma":0.00001508993,"domain_scores_codex":[0.9955918,0.0000578669,0.0003405068,0.00295711,0.0001834161,0.0008693176],"domain_scores_gemma":[0.9951377,0.00002216083,0.0003076404,0.004238883,0.0002404893,0.00005313338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001699958,0.00001334203,0.00003183386,0.00009758431,0.00003289987,0.00002165814,0.000002656205,2.46543e-7,0.6106113,0.00001274496,0.3888192,0.0003395028],"study_design_scores_gemma":[0.0002413383,0.0001255244,0.00006520917,0.0000815213,0.00003905764,0.0006628699,0.000008371269,0.0000309196,0.2399645,0.00001991788,0.7583819,0.0003788648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2241512,0.03597767,0.0002478134,0.729266,0.005677301,0.001890836,0.00152711,0.0002528793,0.001009139],"genre_scores_gemma":[0.07550555,0.006154091,0.03151567,0.8629979,0.00670426,0.00001544855,0.007931313,0.0003863114,0.008789438],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3706468,"threshold_uncertainty_score":0.9998075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392145873","doi":"10.3929/ethz-b-000667478","title":"Two new Later Stone Age sites from the Final Pleistocene in the Falémé Valley, eastern Senegal","year":2024,"lang":"en","type":"preprint","venue":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","topic":"Diet and metabolism studies","field":"Medicine","cited_by":23840,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"U.S. Army Medical Research Acquisition Activity; University of Colorado School of Medicine, Anschutz Medical Campus; National Marine Fisheries Service; National Center for Research Resources; National Institute of Environmental Health Sciences; Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; National Institute of Neurological Disorders and Stroke; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Heart, Lung, and Blood Institute; NIHR School for Primary Care Research; NIHR Newcastle Biomedical Research Centre; Agencia Estatal de Investigación; Health and Social Care Research and Development Division; Helse Sør-Øst RHF; Comisión Nacional de Investigación Científica y Tecnológica; Fundação para a Ciência e a Tecnologia; Engineering and Physical Sciences Research Council; Fogarty International Center; Knight Cancer Institute, Oregon Health and Science University; Museum Conservation Institute; Uniformed Services University of the Health Sciences; Office of International Science and Engineering; Instituto de Salud Carlos III; Quality Enhancement Research Initiative; College of Engineering, Michigan State University; National Museum of Natural History; Virginia Sea Grant, Virginia Institute of Marine Science; U.S. Geological Survey; Chief Scientist Office, Scottish Government Health and Social Care Directorate; National Institute of Standards and Technology; Directorate for Biological Sciences; National Institutes of Health; Economic and Social Research Council; Stony Brook University; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Foreign, Commonwealth and Development Office; Social Sciences and Humanities Research Council of Canada; Wales Institute of Social and Economic Research and Data; Fondazione Bracco; Welsh Ambulance Services NHS Trust; Universidad de La Sabana; Universität Konstanz; Instituto para la Formación y Aprovechamiento de Recursos Humanos; Regione Toscana; National Centers for Coastal Ocean Science; Oregon Clinical and Translational Research Institute; Universiteit Hasselt; Fundação de Amparo à Pesquisa do Estado da Bahia; Biomedical Advanced Research and Development Authority; Ministerio de Ciencia e Innovación; Financiadora de Estudos e Projetos; International Atomic Energy Agency; Adessium Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Cancer Institute; European Regional Development Fund; Akademie Věd České Republiky; KU Leuven; Ministry of Environment; Università degli Studi di Parma; Queen's University; Japan Society for the Promotion of Science; Paavo Nurmen Säätiö; Fundação Oswaldo Cruz; Atlantic States Marine Fisheries Commission; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; National Health and Medical Research Council; Academia Sinica; Scottish Government; Ministerio de Ciencia, Innovación y Universidades; Universiteit Utrecht; Wellcome Trust; Agence Nationale de la Recherche; Universidad de Castilla-La Mancha; Tampereen Yliopisto; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; Public Health Agency; Science Foundation Ireland; Fonds Wetenschappelijk Onderzoek; Swansea University; China Postdoctoral Science Foundation; Fundação de Amparo à Pesquisa do Estado de São Paulo; Canadian Institutes of Health Research; Montana State University; European Commission; Helsefonden; University of Leeds; University of Oxford; Okinawa Institute of Science and Technology Graduate University; Gladstone Institutes; University College London; Boettcher Foundation; University of Warwick; Louisiana Department of Wildlife and Fisheries; Cancer Research UK; Ente Cassa di Risparmio di Firenze; University of St Andrews; Natural Sciences and Engineering Research Council of Canada; University of Leicester; United States Agency for International Development; Department of Health and Social Care; National Center for Advancing Translational Sciences; Government of the United Kingdom; Bundesministerium für Bildung und Forschung; Ministero dell’Istruzione, dell’Università e della Ricerca; British Heart Foundation; Centers for Disease Control and Prevention; Foundation for Barnes-Jewish Hospital; National Institute for Health and Care Research; Universidade Federal do Rio de Janeiro; Cooperative Institute for the North Atlantic Region; Miljø- og Fødevareministeriet; Universidade Federal de Minas Gerais; Virginia Marine Resources Commission; Georgia Clinical and Translational Science Alliance; Strategic Environmental Research and Development Program; Ellison Medical Foundation; Virginia Department of Game and Inland Fisheries; Universidad de La Laguna; Fonds de Recherche du Québec - Santé; Public Health Wales; National Oceanic and Atmospheric Administration; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Office of Science; Bavarian Nordic; Patient-Centered Outcomes Research Institute; Nature Conservancy; UK Research and Innovation; Novartis Foundation; Center for Dark Energy Biosphere Investigations; Irish Research Council; European Federation of Pharmaceutical Industries and Associations; Medical Research Council; Centro de Investigación Biomédica en Red Fragilidad y Envejecimiento Saludable; U.S. Department of Defense; Jascha Fonden; National Natural Science Foundation of China; NHS Health Scotland; University College London Hospitals NHS Foundation Trust; Ministerio de Economía y Competitividad; Banco Santander; Scottish Government Health and Social Care Directorate; Saint Louis University; Raytheon Company; U.S. President’s Emergency Plan for AIDS Relief; Ministério da Ciência, Tecnologia e Inovação; Joint Genome Institute; University of Connecticut; U.S. Department of Commerce; Health and Care Research Wales; Washington University in St. Louis; Monash University; Instituto de Pesquisa Translacional em Saúde e Ambiente na Região Amazônica; Wellcome; Global Risk Institute in Financial Services; Aarhus Universitet; Banco Nacional de Desenvolvimento Econômico e Social; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Auburn University; Crohn's and Colitis Foundation; Commonwealth of Virginia; Vlaamse regering; Children's Hospital Foundation; Australian Government; Gordon and Betty Moore Foundation; Vanderbilt University; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; World Health Organization; Kaiser Permanente; Ministério da Saúde; Council for International Exchange of Scholars; U.S. Fish and Wildlife Service; Governo Brasil; Grønt Udviklings- og Demonstrations Program; Children's Discovery Institute; Arts and Humanities Research Council; Region Hovedstaden; U.S. Department of Energy; Secretaría de Ciencia y Técnica, Universidad de Buenos Aires; California Institute for Regenerative Medicine; Queen's University Belfast; Wayne and Gladys Valley Foundation; Regione Autonoma della Sardegna; Bill and Melinda Gates Foundation; Schmidt Ocean Institute; U.S. Department of Health and Human Services; Pew Charitable Trusts; American Heart Association; Oregon Health and Science University; Université de Lausanne; National Science Foundation; Cardiff University; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Florida Institute of Technology; Smithsonian Institution","keywords":"Insulin sensitivity; Sugar; Insulin; Carbohydrate metabolism; Metabolism; Blood sugar; Consumption (sociology); Endocrinology; Diabetes mellitus; Internal medicine; Food science; Biology; Medicine; Chemistry; Insulin resistance; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.05024658175780144,"gpt":0.3022664359068717,"spread":0.2520198541490703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001475523,0.0009616514,0.001350586,0.0003380631,0.0003672033,0.0005840327,0.001140889,0.0003746524,0.00006558576],"category_scores_gemma":[0.0003328209,0.0005464319,0.0007641513,0.0004460649,0.0002633693,0.00007374024,0.001495092,0.004019868,0.0002546739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001394934,"about_ca_system_score_gemma":0.0005979403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804074,"about_ca_topic_score_gemma":0.002323863,"domain_scores_codex":[0.9952944,0.0004667288,0.001122912,0.001158184,0.001050101,0.0009076715],"domain_scores_gemma":[0.9972289,0.0007527056,0.0003587142,0.001300264,0.000141325,0.0002181277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.005273783,0.002484287,0.1210498,0.002061501,0.01120188,0.02228331,0.4712291,0.001300505,0.03740483,0.004725217,0.2201691,0.1008167],"study_design_scores_gemma":[0.01788335,0.001372863,0.5265235,0.02032059,0.01362181,0.0009174895,0.02560122,0.003815448,0.004878817,0.09295654,0.2861727,0.005935603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569275,0.01972175,0.00004690588,0.01551506,0.002626791,0.0009670437,0.0001066602,0.0001957691,0.003892475],"genre_scores_gemma":[0.980633,0.001708566,0.001657732,0.00277116,0.006083468,0.00007526704,0.000275263,0.0001633911,0.006632219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4456279,"threshold_uncertainty_score":0.9996987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035965352","doi":"10.1038/s41586-020-2649-2","title":"Array programming with NumPy","year":2020,"lang":"en","type":"article","venue":"Nature","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":22302,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Toronto","funders":"Gordon and Betty Moore Foundation; Alfred P. Sloan Foundation","keywords":"Python (programming language); Interoperability; Syntax; Programming paradigm; Application programming interface; Software; Generic programming; Computation","retraction":null,"screen_n_in":null,"score":{"opus":0.009220847075288542,"gpt":0.249058676312627,"spread":0.2398378292373385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001933652,0.00004792844,0.00004300571,0.000009344501,0.00005393145,0.00008040055,0.0002983108,0.00008037495,0.000003531195],"category_scores_gemma":[0.000004658293,0.00003745758,0.00001788262,0.0003820976,0.000008647698,0.0001046115,0.00003128988,0.0004678636,0.00003930645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004698262,"about_ca_system_score_gemma":0.00003456031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.295525e-7,"about_ca_topic_score_gemma":6.240188e-7,"domain_scores_codex":[0.9995632,0.000005497245,0.00004106647,0.000170186,0.0001459326,0.00007415201],"domain_scores_gemma":[0.9997045,0.00002222385,0.00002365366,0.0001314604,0.00005663529,0.0000615035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004502077,0.00003818344,0.0002267469,0.0000100097,0.00001410841,0.000004387995,0.0007801439,0.0004530191,0.001138472,0.8740711,0.006128945,0.1171304],"study_design_scores_gemma":[0.0003354255,0.0001153277,0.003480887,0.00001168652,0.000005483637,0.000009843567,0.00002310329,0.02753666,0.002414573,0.02667819,0.9391129,0.0002759195],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001428128,0.00007919252,0.9653057,0.02965752,0.00003616428,0.0001101424,0.000001379433,0.0001584343,0.003223267],"genre_scores_gemma":[0.8370209,5.05055e-7,0.1588221,0.003995412,0.0001170914,0.00001067011,0.000004677389,0.000003681958,0.00002497029],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9329839,"threshold_uncertainty_score":0.2032661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165010366","doi":"10.1136/bmj.39489.470347.ad","title":"GRADE: an emerging consensus on rating quality of evidence and strength of recommendations","year":2008,"lang":"en","type":"article","venue":"BMJ","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":22066,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Quality of evidence; Quality (philosophy); Consensus conference; Computer science; Evidence-based medicine; Rating system; Medicine; Data science; Alternative medicine; Meta-analysis; Pathology; Environmental economics; Economics; Library science","retraction":null,"screen_n_in":null,"score":{"opus":0.7749532586804619,"gpt":0.6353023045663314,"spread":0.1396509541141305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001572602,0.00005057975,0.0001853359,0.00004385549,0.00004571069,0.000001739021,0.00002532228,0.00002489905,0.00007165606],"category_scores_gemma":[0.0167357,0.00004223079,0.00002816181,0.00009630148,0.00007010082,0.00007965461,0.00001839962,0.00009460752,0.000001154334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001307924,"about_ca_system_score_gemma":0.00008837903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005120221,"about_ca_topic_score_gemma":0.00009926181,"domain_scores_codex":[0.9984368,0.0002349469,0.0009440129,0.0001228225,0.0001961688,0.0000652623],"domain_scores_gemma":[0.9957185,0.003349188,0.0005061887,0.0001978399,0.0001772266,0.00005105287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001429197,0.001584066,0.6773179,0.0005612638,0.0001812967,0.00002505135,0.004951554,0.0000887799,0.07406884,0.002352748,0.03538448,0.2020549],"study_design_scores_gemma":[0.004636517,0.001949534,0.958386,0.0009387053,0.0001996218,0.0001220083,0.01072407,0.004419379,0.01595004,0.0004231749,0.002001553,0.0002493812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971257,0.00003106237,0.0001405344,0.02806981,0.00006196131,0.0002551823,0.00001225606,0.00001154903,0.0001606676],"genre_scores_gemma":[0.9820092,0.00008850691,0.01739794,0.000360676,0.00007285199,0.000004093071,0.00002136094,0.000005090406,0.00004022719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2810682,"threshold_uncertainty_score":0.9915468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108718991","doi":"10.1128/aem.01541-09","title":"Introducing mothur: Open-Source, Platform-Independent, Community-Supported Software for Describing and Comparing Microbial Communities","year":2009,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":21757,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of British Columbia","funders":"Alfred P. Sloan Foundation; National Science Foundation","keywords":"Laptop; Software; Pyrosequencing; Computer science; Metagenomics; Data mining; Computational biology; Biology; Software engineering; Genetics; Gene; Programming language; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.02640740679992318,"gpt":0.2161884023350541,"spread":0.1897809955351309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005457187,0.0003480659,0.0005265763,0.00005791284,0.001720424,0.00007220337,0.0007234368,0.0002866135,0.0005420402],"category_scores_gemma":[0.00001095275,0.0003601653,0.00004581454,0.00006699577,0.001005354,0.0001942133,0.001860597,0.0007686744,0.00004252332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000116484,"about_ca_system_score_gemma":0.00000766711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007727425,"about_ca_topic_score_gemma":0.001233151,"domain_scores_codex":[0.9984224,0.0002434063,0.00036846,0.0003614786,0.00003156294,0.0005727056],"domain_scores_gemma":[0.9989842,0.0002649575,0.0001588963,0.0004750567,0.000002823441,0.0001141129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002512818,0.0002919062,0.01975383,0.000015814,0.00004918893,9.56704e-7,0.00356324,0.0002284621,0.9655053,0.0001753375,0.001866572,0.008298136],"study_design_scores_gemma":[0.04287301,0.00872196,0.4342075,0.000347601,0.0009877654,0.004092324,0.07115395,0.002439148,0.1598679,0.02880782,0.2368381,0.009662941],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970928,0.00006804337,0.0009647532,0.0001127795,0.00007501467,0.0007247939,0.00008310247,0.00005665053,0.0008220207],"genre_scores_gemma":[0.9932225,0.00008719375,0.002965853,0.002101468,0.00003381713,0.00003010847,0.001405741,0.00002819062,0.000125116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8056374,"threshold_uncertainty_score":0.999885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096287682","doi":"10.1056/nejmoa043330","title":"Radiotherapy plus Concomitant and Adjuvant Temozolomide for Glioblastoma","year":2005,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":21625,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Institute for Cancer Research; Queen's University; University of Calgary; Hôpital Notre-Dame; Western University","funders":"National Cancer Institute","keywords":"Temozolomide; Medicine; Radiation therapy; Concomitant; Glioblastoma; Adjuvant; Adjuvant radiotherapy; Oncology; Internal medicine; Surgery; Cancer research","retraction":null,"screen_n_in":null,"score":{"opus":0.01630284871862668,"gpt":0.2917034007174995,"spread":0.2754005519988728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004989422,0.000162054,0.0006934247,0.0001857423,0.00004443278,0.000008247439,0.00005745546,0.00005825925,0.0001272198],"category_scores_gemma":[0.0002159726,0.00009239805,0.00009337926,0.00007969051,0.00008651257,0.00006619754,0.000007179757,0.0001501566,0.000001551634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129423,"about_ca_system_score_gemma":0.0001439623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002231362,"about_ca_topic_score_gemma":0.00004371269,"domain_scores_codex":[0.9988657,0.00002960625,0.0005007429,0.0001262728,0.0002825425,0.0001950839],"domain_scores_gemma":[0.9986837,0.0003723097,0.0002522104,0.0001226304,0.0001499033,0.0004192293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008490401,0.0002627303,0.01243799,0.00006281215,0.0006667622,0.0007134539,0.001889625,0.00006323982,0.02312384,0.0005358612,0.06405922,0.8876941],"study_design_scores_gemma":[0.3550792,0.01684402,0.01298604,0.0009193463,0.0008590847,0.01257635,0.0002875957,0.001018342,0.007735369,0.0004759967,0.591035,0.0001836432],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.891727,0.02541843,0.0010207,0.08084155,0.0003474329,0.0003651485,0.000003179733,0.00001297107,0.000263586],"genre_scores_gemma":[0.9841111,0.002744316,0.005282193,0.001810729,0.005770077,0.000004522602,0.000002363411,0.00002206427,0.0002526544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8875104,"threshold_uncertainty_score":0.3767883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171129594","doi":"10.1249/01.mss.0000078924.61453.fb","title":"International Physical Activity Questionnaire: 12-Country Reliability and Validity","year":2003,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Physical Activity and Health","field":"Medicine","cited_by":21609,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Fitness and Lifestyle Research Institute","funders":"","keywords":"Concurrent validity; Criterion validity; Physical activity; Reliability (semiconductor); Validity; Physical therapy; Telephone interview; Population; Psychology; Medicine; External validity; Repeatability; Statistics; Construct validity; Clinical psychology; Psychometrics; Environmental health; Mathematics; Social psychology; Internal consistency","retraction":null,"screen_n_in":null,"score":{"opus":0.03111945868984167,"gpt":0.3374051213908538,"spread":0.3062856627010122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00189009,0.0001769663,0.0005231065,0.0001765343,0.0001717161,0.00001657538,0.0001512116,0.00005898379,0.00009412565],"category_scores_gemma":[0.001197868,0.0001340942,0.00003763178,0.0006444325,0.00158498,0.00057954,0.00005648949,0.0004526686,0.000005412134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819521,"about_ca_system_score_gemma":0.0004134224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000467379,"about_ca_topic_score_gemma":0.00002120607,"domain_scores_codex":[0.9976183,0.00004865072,0.0002274738,0.0006172783,0.001095317,0.0003929739],"domain_scores_gemma":[0.9989104,0.00009175576,0.0001056874,0.0003796915,0.0001329923,0.0003795277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001675888,0.00181106,0.9499104,0.00009664395,3.517616e-7,0.00006802851,0.001014591,0.00000688049,0.001225136,0.0002871816,0.0001871529,0.04522497],"study_design_scores_gemma":[0.000760284,0.0002186009,0.9920748,0.0004341445,0.00002821237,0.00003931047,0.0001071368,0.001005085,0.0002522187,0.00313386,0.001820409,0.0001259202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894472,0.00001031396,0.00008201088,0.002698054,0.000584751,0.0003652238,0.000001825575,0.00005011413,0.006760519],"genre_scores_gemma":[0.9989848,0.0002036308,0.0001515895,0.0002070611,0.0002493328,0.00002121719,0.000002413441,0.000008211513,0.000171727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04509905,"threshold_uncertainty_score":0.5839924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100495367","doi":"10.1126/science.1127647","title":"Reducing the Dimensionality of Data with Neural Networks","year":2006,"lang":"en","type":"article","venue":"Science","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":20953,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Autoencoder; Curse of dimensionality; Initialization; Gradient descent; Artificial neural network; Computer science; Principal component analysis; Artificial intelligence; Pattern recognition (psychology); Layer (electronics); High dimensional; Principal (computer security); Algorithm; Materials science; Nanotechnology","retraction":null,"screen_n_in":null,"score":{"opus":0.02973157325527122,"gpt":0.276790050995563,"spread":0.2470584777402918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005265945,0.00004894465,0.00005221579,0.00001702203,0.0003162309,0.00009459401,0.002523398,0.000007951001,0.000001641591],"category_scores_gemma":[0.000006815731,0.00002622642,0.000009154939,0.00109601,0.0005157934,0.0006429875,0.0006715378,0.00007112655,0.00000103605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006308826,"about_ca_system_score_gemma":0.00005468521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001195178,"about_ca_topic_score_gemma":0.00002163401,"domain_scores_codex":[0.9990424,0.0000167717,0.0001105284,0.0003452997,0.0003013061,0.0001837132],"domain_scores_gemma":[0.9984931,0.00007752509,0.00007295805,0.00126106,0.00006484637,0.0000304592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000006636444,0.0001280139,0.003475391,0.000005106132,0.000003974991,0.000005250487,0.00009407605,0.4065786,0.01347584,0.4391162,0.004385148,0.1327258],"study_design_scores_gemma":[0.0000319856,0.00001194472,0.01812793,0.000005291723,0.000001492883,0.00001059558,0.000002441876,0.9789166,0.0004298319,0.001820132,0.000595943,0.00004581763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3416273,0.0003079697,0.6491382,0.006597493,0.0002414931,0.0002501066,0.000004470845,0.00008515083,0.001747843],"genre_scores_gemma":[0.9888866,0.000001553074,0.01085627,0.0001564633,0.00005974308,0.000002720948,0.000001517926,0.000001480597,0.00003367252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6472592,"threshold_uncertainty_score":0.4689143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1949231392","doi":"10.1038/35104644","title":"Issues and challenges facing rechargeable lithium batteries","year":2001,"lang":"en","type":"article","venue":"Nature","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":20697,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Battery (electricity); Lithium (medication); Energy density; Energy storage; Electronics; Computer science; Nanotechnology; Systems engineering; Materials science; Engineering; Engineering physics; Electrical engineering; Power (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02126806151273139,"gpt":0.2628701007494447,"spread":0.2416020392367133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008258076,0.0001230098,0.0001362465,0.00003901476,0.00004101964,0.0000362473,0.00007667425,0.0003771374,0.0002291958],"category_scores_gemma":[0.00002221481,0.0001158051,0.00000816899,0.00004098055,0.00001796527,0.0002153222,0.00003387152,0.0004070795,0.00003399623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000191138,"about_ca_system_score_gemma":0.000001423279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001896638,"about_ca_topic_score_gemma":0.000003273036,"domain_scores_codex":[0.9994693,0.00001185425,0.0001030355,0.0001411936,0.00008918482,0.0001854487],"domain_scores_gemma":[0.9997651,0.00002054399,0.00001404263,0.0001559235,0.00001568728,0.00002868179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001644131,0.0001154375,0.007622498,0.004040026,0.0004213776,0.0002941256,0.009254017,0.002645815,0.6034114,0.01268507,0.1708951,0.1884507],"study_design_scores_gemma":[0.0002041267,0.00002602654,0.001729008,0.0001021524,0.000008741683,0.00003877115,0.0002216253,0.00008055723,0.06035368,0.002789668,0.9341444,0.0003011877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7945904,0.1670163,0.0004849573,0.008787609,0.003713631,0.0003178601,0.00004262779,0.001205305,0.02384128],"genre_scores_gemma":[0.9548081,0.03697482,0.004018621,0.0006762417,0.0005260617,0.0000234139,0.00001188301,0.0000601607,0.002900705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7632493,"threshold_uncertainty_score":0.4722395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104549677","doi":"10.1038/nature15393","title":"A global reference for human genetic variation","year":2015,"lang":"en","type":"article","venue":"Nature","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19967,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Ontario Institute for Cancer Research; McGill University and Génome Québec Innovation Centre; McGill University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Human Genome Research Institute; National Heart, Lung, and Blood Institute; Ontario Ministry of Research and Innovation; National Key Research and Development Program of China; National High-tech Research and Development Program; Instituto de Salud Carlos III; Medical Research Council; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; National Institutes of Health; National Institute of General Medical Sciences; H. Lundbeck A/S; Ministero dello Sviluppo Economico; Université de Genève; University of Oxford; Ewha Womans University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Deutsche Forschungsgemeinschaft; British Heart Foundation; Bilkent Üniversitesi; Simons Foundation Autism Research Initiative; European Molecular Biology Laboratory; Biotechnology and Biological Sciences Research Council; Wellcome Trust; Broad Institute; Howard Hughes Medical Institute; National Natural Science Foundation of China; Louisiana State University; Government of Jiangxi Province; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; National Science Foundation; Massachusetts General Hospital; Harvard University; Max-Planck-Gesellschaft; Lundbeckfonden; Simons Foundation; Japan Society for the Promotion of Science; Directorate for Biological Sciences; Boston College; Alfred P. Sloan Foundation","keywords":"1000 Genomes Project; Genome; Biology; Reference genome; Genetic variation; Exome sequencing; Single-nucleotide polymorphism; Genetics; Haplotype; Indel; Structural variation; Tag SNP; Genotyping; Human genome; Computational biology; Human genetic variation; Exome; SNP genotyping; Genome-wide association study; Genotype; Mutation; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.0230498963079842,"gpt":0.3247125648222862,"spread":0.301662668514302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001875384,0.0000747226,0.0000854238,0.00001051089,0.0000533201,0.000008586435,0.0001154637,0.0009674285,0.000004410396],"category_scores_gemma":[0.0003371291,0.00006968077,0.00003915224,0.0000530322,0.00001520401,9.671589e-7,0.00003616865,0.0001427249,0.00000536243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002891537,"about_ca_system_score_gemma":0.00007251532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002513708,"about_ca_topic_score_gemma":0.000111022,"domain_scores_codex":[0.9994189,0.00004180838,0.0001154438,0.0002066922,0.00006350346,0.0001536804],"domain_scores_gemma":[0.9995102,0.000007074539,0.00006480116,0.0001750976,0.0001794662,0.00006341373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002429244,0.0002536518,0.3561229,0.00004216244,0.0002900137,0.000002782571,0.0001877377,0.002182159,0.09076168,0.02475916,0.5139523,0.01120255],"study_design_scores_gemma":[0.001175798,0.0005073595,0.7469485,0.000003698929,0.00003668078,0.00001170714,0.00004494069,0.0002489047,0.0005040959,0.02304092,0.2272401,0.0002373326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750643,0.001166629,0.01827738,0.000695699,0.0003067339,0.0002300399,0.00008517801,0.00001534936,0.004158715],"genre_scores_gemma":[0.9863789,0.00001160456,0.01159433,0.0008405358,0.0003215904,0.00002960633,0.000280428,0.000006449779,0.0005365183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3908255,"threshold_uncertainty_score":0.7461694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2468996569","doi":"10.1016/j.jclinepi.2009.06.005","title":"Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":19882,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Johns Hopkins Bloomberg School of Public Health; Cancer Research UK; McMaster University; Ottawa Hospital Research Institute; Johns Hopkins University; University of Ioannina; GlaxoSmithKline; University of Bern; Medical Research Council; University of Ottawa; Care and Public Health Research Institute, Universiteit Maastricht; Health Services Research and Development","keywords":"Systematic review; CLARITY; Medicine; Health care; Alternative medicine; MEDLINE; Meta-analysis; Family medicine; Political science; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.9867670625485562,"gpt":0.7651237160921635,"spread":0.2216433464563927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.9076974,0.0003994773,0.04084205,0.0002343638,0.0001653003,0.0002215751,0.001864358,0.0002191531,0.0006138324],"category_scores_gemma":[0.956214,0.000110641,0.01659429,0.0005019074,0.0001418792,0.0002319792,0.00008685995,0.0006157059,0.00009113615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002231895,"about_ca_system_score_gemma":0.0001146589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002638077,"about_ca_topic_score_gemma":0.00000492737,"domain_scores_codex":[0.3258213,0.3164053,0.3513218,0.001590248,0.004115575,0.0007456723],"domain_scores_gemma":[0.09476012,0.4773483,0.4191745,0.004622296,0.003517442,0.0005773191],"domain_codex":"reporting","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002254185,0.000525867,0.03147884,0.006828606,0.03662882,0.00004637007,0.0007786666,0.001194318,0.00004363509,0.01125493,0.8568099,0.05418467],"study_design_scores_gemma":[0.00128114,0.002321533,0.04015534,0.001233711,0.08757547,0.0007123157,0.0009783368,0.0243015,0.000005060738,0.3463404,0.4945554,0.0005396993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0388626,0.08929107,0.7260275,0.1302249,0.002045098,0.01199155,0.00001419122,0.000008204149,0.001534923],"genre_scores_gemma":[0.6986889,0.006494629,0.2304572,0.04606387,0.002430043,0.000459723,0.000006247806,0.00004581614,0.01535357],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6598263,"threshold_uncertainty_score":0.9932542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092849554","doi":"10.1016/s0140-6736(20)30925-9","title":"Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019","year":2020,"lang":"en","type":"article","venue":"The Lancet","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":19223,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"European and Developing Countries Clinical Trials Partnership; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; Fogarty International Center; National Institute of Mental Health; National Institute on Aging; Norwegian Institute of Public Health; NIHR Oxford Biomedical Research Centre; Health and Social Care Research and Development Division; Russian Academy of Sciences; Department of Science and Innovation, South Africa; National Health and Medical Research Council; European Social Fund; Medical Research Council; Seventh Framework Programme; Region Sjælland; Manchester Biomedical Research Centre; Horizon 2020; University of California Berkeley; Sixth Framework Programme; Gillings School of Public Health; National Institutes of Health; Programa Operacional Temático Factores de Competitividade; Ministério da Saúde; University of Michigan; BHF Centre of Research Excellence, Oxford; Universidad de Costa Rica; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; University of Ghana; Foundation for Education and European Culture; World Health Organization; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Universiti Kebangsaan Malaysia; Chandigarh University; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Kuwait University; Danmarks Grundforskningsfond; National Institute for Health Research Health Protection Research Unit; Vetenskapsrådet; State Government of Victoria; Ministrstvo za zdravje; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Ministero della Salute; Council for the Development of Social Science Research in Africa; Instituto de Salud Carlos III; National Natural Science Foundation of China; Bundesministerium für Bildung und Forschung; British Heart Foundation; Ministry of Education, Culture, Sports, Science and Technology; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Public Health Agency; Ministério da Ciência, Tecnologia e Ensino Superior; Department of Biotechnology, Ministry of Science and Technology, India; The Wellcome Trust DBT India Alliance; National Institute for Health and Care Research; Royal College of Physicians; National Research Foundation; Comunidad de Madrid; National Heart Foundation of Australia; Deakin University; Universität Heidelberg; Autoritatea Natională pentru Cercetare Stiintifică; University of Bristol; Xiamen University; Engineering and Physical Sciences Research Council; European Commission; Fred Hollows Foundation; European Regional Development Fund; United States Agency for International Development; Department of Health and Social Care; European Research Council; Sistema Nacional de Investigadores; Max-Planck-Gesellschaft; Brien Holden Vision Institute; King's College London; Fundação para a Ciência e a Tecnologia; Academy of Medical Sciences; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Kasturba Medical College, Manipal; Cardiovascular Medical Research and Education Fund; European Centre for Disease Prevention and Control; Manipal Academy of Higher Education; Ministarstvo Prosvete, Nauke i Tehnološkog Razvoja; National Rosacea Society; Public Health England; National Authority for Scientific Research and Innovation; Duke University; Ministerio de Ciencia, Innovación y Universidades; Scottish Government; Government of South Australia; University Grants Commission; Fifth Framework Programme; King's College Hospital NHS Foundation Trust; Economic Growth Center, Yale University; Public Health Agency of Canada; Queensland Health; Wellcome Trust; Guy's and St Thomas' NHS Foundation Trust; China Medical University; St. Jude Children's Research Hospital; Health Research Council of New Zealand; University of New South Wales; Yale University; Economic and Social Research Council; Bill and Melinda Gates Foundation; University of Melbourne; University of Calgary","keywords":"Burden of disease; Medicine; Disease; Disease burden; Environmental health; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.01468896739157987,"gpt":0.2980693012505812,"spread":0.2833803338590014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002337041,0.0001338229,0.0008764804,0.00001823803,0.00006322798,0.00002809466,0.0001956684,0.00002430083,0.000004894421],"category_scores_gemma":[0.0002141094,0.00006789325,0.00006847534,0.0003035984,0.0001739803,0.00004207345,0.0001099224,0.00004641256,6.676893e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003926695,"about_ca_system_score_gemma":0.00007883367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007938572,"about_ca_topic_score_gemma":0.000351987,"domain_scores_codex":[0.9988871,0.0001023518,0.0003690629,0.000173382,0.0002845836,0.0001834778],"domain_scores_gemma":[0.9991307,0.0001773935,0.0001680757,0.000312201,0.00007169708,0.0001399199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002277641,0.00005750615,0.984903,0.007683957,0.000623693,0.000005014012,0.00170049,0.00007626138,0.00000144059,0.001149641,0.001500296,0.00002110172],"study_design_scores_gemma":[0.001961859,0.0004066604,0.988705,0.0008133959,0.00290496,0.000002123126,0.0032549,0.0005880161,0.000001273788,0.0008673415,0.000417964,0.00007644857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685801,0.01180563,0.00001810977,0.0150393,0.00006565485,0.0013238,0.003130156,0.00001584867,0.0000213707],"genre_scores_gemma":[0.9985579,0.0004247447,0.00001607171,0.0005027004,0.0004284647,0.00003058172,0.00001972591,0.000004324752,0.00001550418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02997775,"threshold_uncertainty_score":0.9986677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085093563","doi":"10.1063/1.1564060","title":"Hybrid functionals based on a screened Coulomb potential","year":2003,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Advanced Chemical Physics Studies","field":"Physics and Astronomy","cited_by":19173,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Division of Chemistry; Natural Sciences and Engineering Research Council of Canada; Welch Foundation; National Science Foundation","keywords":"Coulomb; Hybrid functional; Periodic boundary conditions; Density functional theory; Hybrid system; Hartree; Bottleneck; Molecule; Hartree–Fock method; Range (aeronautics); Work (physics); Statistical physics; Physics; Materials science; Boundary value problem; Quantum mechanics; Computer science; Electron","retraction":null,"screen_n_in":null,"score":{"opus":0.01031171597122811,"gpt":0.2380813633330221,"spread":0.2277696473617939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001785794,0.0002012919,0.0003049161,0.00001635604,0.00009555561,0.0000162468,0.0002526263,0.00001982861,0.000108469],"category_scores_gemma":[0.00003326685,0.0001348961,0.0002752359,0.0001205838,0.0001536284,0.000113503,0.00003230988,0.0004545707,0.00002272468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004197592,"about_ca_system_score_gemma":0.00006718167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001481036,"about_ca_topic_score_gemma":4.260268e-9,"domain_scores_codex":[0.9987662,0.00006158162,0.0003367774,0.0001163402,0.0004692682,0.0002498367],"domain_scores_gemma":[0.9987476,0.0003187742,0.0003532674,0.0002383983,0.0002424902,0.00009940841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008979188,0.001804278,0.0003571026,0.00002588018,0.0006547215,0.000007005289,0.00009240017,0.07025782,0.8557817,0.04398328,0.01896853,0.0071694],"study_design_scores_gemma":[0.0008959655,0.00006694224,0.000009719219,0.00002894371,0.0001061401,0.000002933629,0.00003876898,0.0004595715,0.6303592,0.3670617,0.0008167406,0.0001533644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6999646,0.000121185,0.2710796,0.000834055,0.000420329,0.0002145628,0.00005307554,0.00002957724,0.02728298],"genre_scores_gemma":[0.9978686,0.000001796931,0.0007280608,0.0003207314,0.0009989617,0.000002606072,0.000006318424,0.00002482815,0.00004809444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3230785,"threshold_uncertainty_score":0.5500905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2531269403","doi":"10.1136/bmj.i4919","title":"ROBINS-I: a tool for assessing risk of bias in non-randomised studies of interventions","year":2016,"lang":"en","type":"article","venue":"BMJ","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":19002,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Ottawa Hospital; Cochrane; St. Michael's Hospital; Jewish General Hospital; University of Ottawa; McMaster University; Women's College Hospital; Public Health Ontario; University of Toronto","funders":"National Cancer Institute; Cancer Research UK; National Institutes of Health; Medical Research Council; University of Bristol; National Institute for Health and Care Research","keywords":"Psychological intervention; Medicine; Strengths and weaknesses; Systematic review; Harm; Meta-analysis; MEDLINE; Psychology; Nursing; Pathology; Social psychology","retraction":null,"screen_n_in":null,"score":{"opus":0.6292053235388483,"gpt":0.5354653533291444,"spread":0.09373997020970393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02461249,0.00009993902,0.001041675,0.0003375363,0.00004937139,0.00001214675,0.0001383327,0.00006880426,0.00006656258],"category_scores_gemma":[0.02419079,0.00009305325,0.000305584,0.000123342,0.00007617284,0.0003023396,0.00003728237,0.00004471613,0.00005570007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001964886,"about_ca_system_score_gemma":0.00007863498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002113078,"about_ca_topic_score_gemma":0.0001931407,"domain_scores_codex":[0.994482,0.0002680791,0.004776142,0.0002444679,0.00004306886,0.0001862661],"domain_scores_gemma":[0.9914568,0.004300895,0.003773839,0.0003211237,0.0001141784,0.00003313083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004978554,0.0006823514,0.8726711,0.006901499,0.001063073,7.733015e-7,0.006431842,0.0004917607,0.0002443257,0.05107106,0.05368012,0.006264252],"study_design_scores_gemma":[0.06143249,0.000571937,0.8060012,0.008965317,0.00012732,0.000003686717,0.007923118,0.006325739,0.0007026226,0.09704408,0.009802759,0.001099773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547428,0.001483593,0.03171937,0.00876361,0.0004393508,0.001761248,0.0004269641,0.00001117229,0.0006518224],"genre_scores_gemma":[0.9904229,0.0001993276,0.008233353,0.0002001571,0.0001113835,0.0003832599,0.000004238099,0.00001589328,0.0004294957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06666993,"threshold_uncertainty_score":0.9840289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115017507","doi":"10.1016/j.jalz.2011.03.005","title":"The diagnosis of dementia due to Alzheimer's disease: Recommendations from the National Institute on Aging‐Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease","year":2011,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":18828,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Pfizer Pharmaceuticals; Avid Radiopharmaceuticals; Pfizer Canada; GE Healthcare; National Institutes of Health; Lundbeck Canada; H. Lundbeck A/S; Forest Pharmaceuticals; Fidelity Biosciences; Johnson and Johnson; University College London; Danone; Eli Lilly and Company; Bristol-Myers Squibb; Baxter International; Servier; Pfizer; Eisai; National Institute on Aging; Alzheimer's Association","keywords":"Dementia; Disease; Alzheimer's disease; Association (psychology); Medicine; Gerontology; Psychiatry; Psychology; Pathology; Psychotherapist","retraction":null,"screen_n_in":null,"score":{"opus":0.1272778569688208,"gpt":0.3753802526441421,"spread":0.2481023956753213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001894822,0.0006309238,0.0005486273,0.0002779454,0.001212645,0.0002012273,0.000854593,0.0001368808,0.0009824587],"category_scores_gemma":[0.003799399,0.0004502569,0.0005567836,0.0006564432,0.0002457159,0.0004042126,0.0003313172,0.0004004917,0.0003411131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006078627,"about_ca_system_score_gemma":0.0004825962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003351492,"about_ca_topic_score_gemma":0.0002442527,"domain_scores_codex":[0.9942747,0.0004218405,0.001303709,0.0009959736,0.002003259,0.001000519],"domain_scores_gemma":[0.9915785,0.004028016,0.0006503358,0.000879019,0.002095015,0.0007691827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002185922,0.002724789,0.3696251,0.00001109172,0.08342851,0.00004184671,0.0004865522,0.00007989069,0.00002329418,0.005439416,0.3656767,0.1702769],"study_design_scores_gemma":[0.002657673,0.0007611003,0.7483205,0.0004521715,0.08439082,0.000001483028,0.0002215111,0.0002664317,0.004639779,0.002820808,0.1548223,0.0006454696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.118257,0.4935737,0.003526403,0.3317833,0.009224518,0.02874125,0.006966701,0.0007713162,0.007155854],"genre_scores_gemma":[0.9795284,0.001508075,0.002043588,0.01015533,0.0009827201,0.004318919,0.001320869,0.0001112954,0.00003075042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8612714,"threshold_uncertainty_score":0.9999308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3099878876","doi":"","title":"Array programming with NumPy","year":2020,"lang":"en","type":"review","venue":"TUScholarShare (Temple University)","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":18805,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.05573241774715602,"gpt":0.2719552118369395,"spread":0.2162227940897835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001355826,0.000519898,0.001086351,0.0004000372,0.0004440732,0.0004987544,0.003210209,0.0002388674,0.00007192506],"category_scores_gemma":[0.0000306059,0.0004269974,0.0003058672,0.001849518,0.00004802222,0.001831192,0.001063132,0.0008898102,0.0003407767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124803,"about_ca_system_score_gemma":0.000572427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002108198,"about_ca_topic_score_gemma":0.000006117964,"domain_scores_codex":[0.9975155,0.0002195101,0.000258156,0.001078281,0.0004407564,0.0004877821],"domain_scores_gemma":[0.997925,0.0001007132,0.0003543645,0.001124044,0.0001286805,0.0003671958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003434193,0.00003240674,0.000002335291,0.001398714,0.00008186023,0.0007138331,0.00006098922,3.647413e-7,2.443891e-7,0.002800548,0.0005198669,0.9943854],"study_design_scores_gemma":[0.0002222508,0.0001071727,0.000001221338,0.004379424,0.0001488397,0.00007671137,0.00002535128,0.00002535084,0.000001409698,0.00001172682,0.9944533,0.0005472705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.395226e-7,0.8344511,0.161791,0.00004831648,0.0001618073,0.0007039825,0.0001823358,0.0005630442,0.002098088],"genre_scores_gemma":[9.436365e-7,0.9187886,0.07968608,0.00004326003,0.0001439099,0.000005382625,0.0003682999,0.00004886783,0.0009146249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9939334,"threshold_uncertainty_score":0.9998182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2614081736","doi":"10.1038/nmeth.4285","title":"ModelFinder: fast model selection for accurate phylogenetic estimates","year":2017,"lang":"en","type":"article","venue":"Nature Methods","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":18775,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Phylogenetic tree; Selection (genetic algorithm); Computational biology; Evolutionary biology; Model selection; Biology; Phylogenetics; Computer science; Genetics; Artificial intelligence; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.06154516257025337,"gpt":0.4052972905823507,"spread":0.3437521280120973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000560403,0.0001404111,0.0001987039,0.00005069871,0.001014428,0.00007788956,0.000277036,0.0002881823,0.00006076043],"category_scores_gemma":[0.0005471571,0.000110508,0.00007517826,0.00004471083,0.0001130741,0.0001430106,0.00001213778,0.0002894455,0.00001186909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003457736,"about_ca_system_score_gemma":0.0000378006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052131,"about_ca_topic_score_gemma":0.007113614,"domain_scores_codex":[0.9991521,0.00008276659,0.0001307288,0.0002739181,0.00009306387,0.0002673781],"domain_scores_gemma":[0.9991782,0.0003012592,0.0001272024,0.0002307194,0.0000992943,0.00006331733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00014532,0.00001812483,0.6138385,0.00004027053,0.0001193061,8.797423e-7,0.0002481554,0.1020767,0.0005661797,0.001757808,0.002758262,0.2784305],"study_design_scores_gemma":[0.0001974623,0.00003876255,0.2441962,0.000003994244,0.00003073268,0.000005178695,0.00001494276,0.7411613,0.0003461981,0.01233129,0.001560165,0.0001137876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02531503,0.007587229,0.9433647,0.001217946,0.001088502,0.0003532823,0.00008825625,0.00009683563,0.02088826],"genre_scores_gemma":[0.5413075,0.00005590474,0.4577554,0.0001702951,0.00008713238,0.000004752111,0.00001437505,0.000002628233,0.000602007],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6390846,"threshold_uncertainty_score":0.780226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997183854","doi":"10.1016/j.cell.2012.03.042","title":"Ferroptosis: An Iron-Dependent Form of Nonapoptotic Cell Death","year":2012,"lang":"en","type":"article","venue":"Cell","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":18113,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Division of Chemistry; Canadian Institutes of Health Research; National Institute of General Medical Sciences; Novo Nordisk; Howard Hughes Medical Institute; Columbia University; Arnold and Mabel Beckman Foundation; Empire State Development's Division of Science, Technology and Innovation; National Cancer Institute; National Institutes of Health; National Science Foundation","keywords":"Biology; Programmed cell death; Cell biology; Apoptosis; Biochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.02734824216021337,"gpt":0.271772327346645,"spread":0.2444240851864316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001980048,0.0001815921,0.0003221757,0.00007791688,0.00004819395,0.00000992988,0.0001346628,0.0001126152,0.0007412579],"category_scores_gemma":[0.000006475481,0.000150272,0.0001326008,0.0001077621,0.0000374143,0.0001764467,0.0000532872,0.000157105,0.0001513313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008579591,"about_ca_system_score_gemma":0.00006387325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007253572,"about_ca_topic_score_gemma":0.000004169086,"domain_scores_codex":[0.9986946,0.00002644149,0.000290815,0.0002213611,0.0003277484,0.0004390647],"domain_scores_gemma":[0.9990146,0.00001811667,0.0001133182,0.0004394138,0.00007669648,0.0003379238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004364303,0.007498575,0.569915,0.002241471,0.00007237874,0.0000107809,0.006193912,0.00001844907,0.4015854,0.0003534545,0.003533572,0.008140619],"study_design_scores_gemma":[0.00194969,0.001007048,0.07713913,0.00008455461,0.000367525,0.00001271785,0.00104181,0.000119133,0.9138844,0.00003543139,0.004063957,0.0002946217],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597726,0.001472495,0.00008570773,0.00008362658,0.0002702258,0.0002969464,0.000009095405,0.00004433527,0.03796497],"genre_scores_gemma":[0.9959913,0.000208308,0.00117777,0.0002843799,0.0002742034,0.00003936451,0.00002289854,0.00004160287,0.0019601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.512299,"threshold_uncertainty_score":0.8116254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036149274","doi":"10.4324/9781315757421","title":"Structural equation modeling with AMOS: basic concepts, applications, and programming","year":2000,"lang":"en","type":"book","venue":"","topic":"Advanced Statistical Modeling Techniques","field":"Computer Science","cited_by":18098,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Structural equation modeling; Factorial; Construct validity; Confirmatory factor analysis; Construct (python library); Latent variable; Measurement invariance; Factorial experiment; Variance (accounting); Causal model; Mathematics; Statistics; Econometrics; Psychology; Computer science; Psychometrics; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.02944639681128983,"gpt":0.2935991470373762,"spread":0.2641527502260864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009292888,0.0002942058,0.0002757456,0.00009397003,0.0001544071,0.0002047217,0.0004999084,0.0001635839,0.00001407015],"category_scores_gemma":[0.000009283137,0.0002414664,0.00002718243,0.00009780629,0.0001114663,0.0003879757,0.0001339382,0.0003069931,0.000007873254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180124,"about_ca_system_score_gemma":0.0001810625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001709099,"about_ca_topic_score_gemma":0.00000701772,"domain_scores_codex":[0.9983649,0.00002138789,0.000312917,0.0007078953,0.0003321315,0.0002608025],"domain_scores_gemma":[0.9989843,0.00009943938,0.0001191632,0.0005596346,0.0001344134,0.0001030163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004104892,0.000003229702,8.031651e-7,0.00003449876,0.000008737594,0.000002187683,0.00005573052,0.003328963,7.562322e-7,0.6104321,0.0001019536,0.3860269],"study_design_scores_gemma":[0.00008239647,0.00005870549,2.010974e-7,0.00007349482,0.000012161,0.00001190148,0.000002992122,0.6978332,0.00000471499,0.2958166,0.005839445,0.0002642011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000004403393,0.0003260171,0.9779141,0.00007296123,0.00001308666,0.0008571355,0.000008173153,0.000875821,0.0199283],"genre_scores_gemma":[0.003473549,0.00006361381,0.9803038,0.000125279,0.00007087555,0.0002357686,0.00007585097,0.00003539631,0.0156159],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6945042,"threshold_uncertainty_score":0.9846715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153579005","doi":"10.48550/arxiv.1310.4546","title":"Distributed Representations of Words and Phrases and their Compositionality","year":2013,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":18086,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Principle of compositionality; Softmax function; Word (group theory); Natural language processing; Artificial intelligence; Simple (philosophy); Semantics (computer science); Quality (philosophy); Speedup; Linguistics; Artificial neural network","retraction":null,"screen_n_in":null,"score":{"opus":0.03203702315028123,"gpt":0.1988674381578246,"spread":0.1668304150075434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005151871,0.00006250681,0.00008200459,0.00005167822,0.00007305235,0.00004224532,0.0002199338,0.00002908646,0.00000878644],"category_scores_gemma":[0.00002015924,0.00005617121,0.00001805222,0.0002756902,0.0001281565,0.0004507225,0.0002090549,0.00005423026,0.000001232022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001276808,"about_ca_system_score_gemma":0.00001234439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001763699,"about_ca_topic_score_gemma":0.000007330932,"domain_scores_codex":[0.9995777,0.00003796461,0.00006496054,0.0002166006,0.00002471573,0.00007804816],"domain_scores_gemma":[0.9995227,0.0001059716,0.00005700915,0.0002044863,0.00006073631,0.00004913532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001101551,0.00009574142,0.02888297,0.0000475144,0.00003797334,0.00002020161,0.0007647659,0.0001269835,0.008708145,0.9573289,0.0003348613,0.003640936],"study_design_scores_gemma":[0.0005597782,0.00008772321,0.03252213,0.00007429695,0.00002182568,0.0000297197,0.0005661249,0.1536476,0.02593666,0.7861336,0.00007648596,0.0003439625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4792244,0.0001808601,0.5201725,0.0001595498,0.00000888437,0.00006566297,0.00001158791,0.00008749258,0.00008903238],"genre_scores_gemma":[0.982685,0.00002847157,0.01719671,0.00003643353,0.000004284106,3.932681e-7,0.000007136844,0.000001820711,0.0000397054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5034606,"threshold_uncertainty_score":0.2290596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124624517","doi":"10.1016/j.echo.2014.10.003","title":"Recommendations for Cardiac Chamber Quantification by Echocardiography in Adults: An Update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging","year":2015,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":18040,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Toronto; Jewish General Hospital","funders":"","keywords":"Medicine; Medical physics; Clinical Practice; Cardiology; Internal medicine; Family medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01501595640119328,"gpt":0.2637126082130491,"spread":0.2486966518118559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.009036756,0.0003742006,0.002123874,0.0002724689,0.0001973697,0.00005663663,0.0005080974,0.00006912102,4.621348e-7],"category_scores_gemma":[0.0004315002,0.0002395081,0.009993518,0.003244476,0.002175215,0.0002556671,0.0001379878,0.0005750186,2.539981e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188054,"about_ca_system_score_gemma":0.0001433552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152893,"about_ca_topic_score_gemma":0.000001944729,"domain_scores_codex":[0.9945835,0.001990586,0.001333553,0.0004175736,0.001268815,0.0004060013],"domain_scores_gemma":[0.9922299,0.001523084,0.003347616,0.001233158,0.001474585,0.0001917039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005529157,0.0001655331,0.8372979,0.00006496715,0.01047487,6.383598e-7,0.002714345,0.0006268107,0.0005034542,0.00001308944,0.1329136,0.0146719],"study_design_scores_gemma":[0.007680277,0.0004185892,0.9220641,0.0006664782,0.007064446,0.00001191101,0.02961382,0.0007152696,0.0007973138,0.0006007173,0.02992891,0.0004381445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398409,0.01884829,0.01845231,0.01838533,0.0008982172,0.001772827,0.001502072,0.00005039125,0.0002496476],"genre_scores_gemma":[0.9655387,0.02314972,0.009326369,0.001329641,0.0004720953,0.00003018892,0.00008059166,0.00007023802,0.000002470958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1029847,"threshold_uncertainty_score":0.9999211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025371271","doi":"10.1080/14653240600855905","title":"Minimal criteria for defining multipotent mesenchymal stromal cells. The International Society for Cellular Therapy position statement","year":2006,"lang":"en","type":"article","venue":"Cytotherapy","topic":"Mesenchymal stem cell research","field":"Medicine","cited_by":17716,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Institute for Cancer Research; Princess Margaret Cancer Centre","funders":"","keywords":"Mesenchymal stem cell; CD90; Cell therapy; Multipotent Stem Cell; CD34; Cell biology; Medicine; Stem cell; Biology; Progenitor cell","retraction":null,"screen_n_in":null,"score":{"opus":0.04450760488372995,"gpt":0.3416768213808636,"spread":0.2971692164971337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009291405,0.0002491385,0.0002829965,0.00006676045,0.0002973411,0.000130847,0.0002729629,0.0001201943,0.0003485078],"category_scores_gemma":[0.0000193804,0.0001744743,0.0005320082,0.0001009143,0.0001098198,0.00009488154,0.00003299535,0.0001565906,0.00001533295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819552,"about_ca_system_score_gemma":0.0001832455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008566652,"about_ca_topic_score_gemma":0.000007838701,"domain_scores_codex":[0.9978839,0.00004536175,0.0004802078,0.0004409719,0.0006045027,0.0005450624],"domain_scores_gemma":[0.9987916,0.0003267941,0.0001476094,0.0003056271,0.0003288471,0.00009949861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002080482,0.00038285,0.0007308465,0.00006482446,0.0002663524,0.000006376287,0.0004529533,0.00004538149,0.9423633,0.0008387723,0.04725049,0.005517345],"study_design_scores_gemma":[0.01302861,0.002321484,0.003446058,0.00007343196,0.00005985555,0.00001939687,0.0006078973,0.02938384,0.6880409,0.0006975451,0.2619579,0.0003629981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949043,0.001274581,0.03657599,0.007275777,0.0005897825,0.004006752,0.0002405909,0.00007998948,0.0009135644],"genre_scores_gemma":[0.9470745,0.0002980764,0.04302883,0.001491202,0.001466,0.001280985,0.0006448833,0.0001054406,0.00461005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2543224,"threshold_uncertainty_score":0.7114854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134833483","doi":"10.1136/bmj.b2700","title":"The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration","year":2009,"lang":"en","type":"review","venue":"BMJ","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":17710,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Ottawa Hospital","funders":"Care and Public Health Research Institute, Universiteit Maastricht; Johns Hopkins Bloomberg School of Public Health; McMaster University; Ottawa Hospital Research Institute; Johns Hopkins University; University of Ioannina; GlaxoSmithKline; University of Bern; Medical Research Council; University of Ottawa; Health Services Research and Development","keywords":"Systematic review; Checklist; Psychological intervention; Guideline; Health care; MEDLINE; CLARITY; Psychology; Medicine; Management science; Nursing; Political science; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.9854799883920683,"gpt":0.7574339660642526,"spread":0.2280460223278157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4685788,0.0005754537,0.02245281,0.0004442304,0.0003650475,0.0007763909,0.0006558724,0.0001117006,0.00004556246],"category_scores_gemma":[0.2588328,0.0001870285,0.006378984,0.0008786432,0.00006449054,0.0002486624,0.0001280107,0.0001308197,0.00002231127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007878241,"about_ca_system_score_gemma":0.0001238789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005885009,"about_ca_topic_score_gemma":0.00008136944,"domain_scores_codex":[0.8517885,0.05596006,0.0851934,0.001565755,0.005161479,0.0003307662],"domain_scores_gemma":[0.8202142,0.01789233,0.1547817,0.00341924,0.003590896,0.0001016639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001704169,0.00001582924,0.000003882581,0.5354401,0.01219401,0.000001009145,0.0003255924,0.000001937294,8.0289e-8,0.0005733432,0.02129857,0.4301439],"study_design_scores_gemma":[0.0001031421,0.0001327941,0.000007217695,0.06578097,0.1859292,0.00003767278,0.002489107,0.0003425093,7.121563e-7,0.00472266,0.7401413,0.00031265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002835106,0.9748119,0.00507756,0.001467907,0.000154248,0.01841931,0.00003443069,0.000003482777,0.0000283947],"genre_scores_gemma":[0.00003394793,0.9881937,0.004316386,0.00004629485,0.00004619692,0.00507183,0.00003423986,0.00001448329,0.002242935],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7188427,"threshold_uncertainty_score":0.9920599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116475791","doi":"10.1007/s10654-010-9491-z","title":"Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses","year":2010,"lang":"en","type":"article","venue":"European Journal of Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":17606,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Public health; Scale (ratio); Epidemiology; Quality assessment; Environmental health; Quality (philosophy); Family medicine; External quality assessment; Internal medicine; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.9755550178079263,"gpt":0.743971850613417,"spread":0.2315831671945093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7555268,0.0001884155,0.006909787,0.0001635838,0.00009998027,0.00001968081,0.002394656,0.000039742,0.0009935721],"category_scores_gemma":[0.713664,0.0000480644,0.006161251,0.0005852875,0.0008567714,0.00009096703,0.0002120142,0.0003993087,0.0000040329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001796162,"about_ca_system_score_gemma":0.0001613362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001418037,"about_ca_topic_score_gemma":0.0001462431,"domain_scores_codex":[0.3807394,0.5605575,0.05044831,0.0007970919,0.006996721,0.0004609817],"domain_scores_gemma":[0.5624149,0.369654,0.04827024,0.005249913,0.01429046,0.0001204245],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001125165,0.001620678,0.61914,0.0007917463,0.05212997,0.000003775275,0.006568149,0.05992035,0.04420463,0.05795205,0.1217791,0.0347644],"study_design_scores_gemma":[0.004977796,0.0002892805,0.8823876,0.0001200355,0.0305075,0.00004165377,0.003325109,0.02458864,0.000545177,0.04619949,0.006850484,0.0001672811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8855035,0.01084791,0.0714581,0.02473013,0.002302882,0.001866848,0.00004022068,7.869207e-7,0.003249668],"genre_scores_gemma":[0.9876601,0.00004850286,0.01175317,0.000285511,0.00009158524,0.00001048722,1.932634e-7,0.000006297429,0.0001441582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2632475,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}