{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":515,"total_is_capped":false,"direct_labels_cover":23,"predictions_cover":515,"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","author_layer_release":"2026-06-26"},"query_hash":"e904904898d8","filters":{"venue":"Faculty of 1000 Research Ltd"}},"results":[{"id":"W2735858835","doi":"10.7490/f1000research.1112250.1","title":"CoDaSeq: Analyzing HTS using compositional data analysis","year":2016,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Open peer review; Plant biology; Neuroscience; Computational biology; Physiology; Computer science; Biology; Botany","authors":[{"name":"Gregory B. Gloor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1391095139802823,"gpt":0.3991590283537207,"spread":0.2600495143734385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00168857,0.001987758,0.001038806,0.003899913,0.0009319471,0.001901456,0.001580209,0.0004890568,0.01479663],"category_scores_gemma":[0.005371529,0.0005656198,0.001325178,0.003019419,0.0005865166,0.001072821,0.001577553,0.0008198227,0.006018459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005722203,"about_ca_system_score_gemma":0.001518091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008153591,"about_ca_topic_score_gemma":0.01379644,"domain_scores_codex":[0.9990583,0.0001016271,0.00009373931,0.0002898735,0.0003553115,0.0001012444],"domain_scores_gemma":[0.9976469,0.00107013,0.0002000324,0.0003757335,0.0005862326,0.0001209732],"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":[0.002993575,0.0004908365,0.05931638,0.002567737,0.001374944,0.0009508138,0.001521488,0.01595969,0.2173124,0.009634053,0.1534949,0.5343832],"study_design_scores_gemma":[0.0003961679,0.0006340189,0.04780846,0.0002187309,0.0007422013,0.0007101654,0.001727017,0.4573229,0.2783888,0.02682041,0.1848893,0.0003418182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1024223,0.0006427061,0.4917051,0.000368124,0.0004306367,0.0006322858,0.1630642,0.234164,0.006570661],"genre_scores_gemma":[0.2092683,0.0004260452,0.606037,0.0002960182,0.0002327648,0.001321723,0.1604475,0.01616784,0.005802755],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01479663,"threshold_uncertainty_score":0.04949963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2585214847","doi":"10.7490/f1000research.1112919.1","title":"Organellar genomes of white spruce (<i>Picea glauca</i>): assembly and annotation","year":2016,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Genome; Biology; Plastid; Gene; Mitochondrial DNA; Genetics; Sequence assembly; Shotgun sequencing; Nuclear gene; Ribosomal RNA; Shotgun; RNA editing; RNA; Computational biology; Transcriptome; Gene expression; Chloroplast","authors":[{"name":"Shaun D. Jackman","is_ca":true},{"name":"René L. Warren","is_ca":false},{"name":"Ewan A. Gibb","is_ca":false},{"name":"Benjamin P. Vandervalk","is_ca":false},{"name":"Hamid Mohamadi","is_ca":false},{"name":"Justin Chu","is_ca":false},{"name":"Anthony Raymond","is_ca":false},{"name":"Stephen Pleasance","is_ca":false},{"name":"Robin Coope","is_ca":false},{"name":"Mark R. Wildung","is_ca":false},{"name":"Carol Ritland","is_ca":true},{"name":"Jean Bousquet","is_ca":true},{"name":"Steven J.M. Jones","is_ca":true},{"name":"Jöerg Bohlmann","is_ca":true},{"name":"İnanç Birol","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02627901218791797,"gpt":0.3162539648528136,"spread":0.2899749526648956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002733,0.0005475301,0.0003348853,0.000869512,0.0005838998,0.0006932017,0.0004505114,0.0002727146,0.0006699631],"category_scores_gemma":[0.0003665501,0.0002525628,0.0004985022,0.001133063,0.0001641731,0.0002748595,0.0003874264,0.0004399373,0.00064586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005068303,"about_ca_system_score_gemma":0.0007424473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008531434,"about_ca_topic_score_gemma":0.01383105,"domain_scores_codex":[0.9997848,0.00001684676,0.00001481977,0.0001066357,0.00004706821,0.00002985652],"domain_scores_gemma":[0.9997665,0.00002461818,0.00004992559,0.0000381102,0.00007080621,0.00005006797],"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":[0.0003215641,0.00004142514,0.006114453,0.0002838827,0.00004216305,0.0001796403,0.0004208456,0.00116334,0.9735268,0.0002626657,0.0006490249,0.0169942],"study_design_scores_gemma":[0.00007312337,0.0004530725,0.4960495,0.0001343558,0.0003324719,0.001645297,0.0007921137,0.01798908,0.422623,0.001014354,0.05876185,0.0001318607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8869789,0.001463481,0.03594372,0.0001187447,0.00003576889,0.0001528994,0.07123946,0.00137631,0.0026908],"genre_scores_gemma":[0.6019678,0.001492246,0.1254602,0.0001604404,0.00002175559,0.0002398548,0.2648344,0.0007496115,0.005073686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008531434,"threshold_uncertainty_score":0.01696354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2763407294","doi":"10.7490/f1000research.1114857.1","title":"Turning down the heat: vegetation feedbacks limit fire regime responses to global warming","year":2017,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canadian Forest Service; Natural Resources Canada; Université Laval","funders":"","keywords":"Environmental science; Climate change; Abies balsamea; Vegetation (pathology); Taiga; Boreal; Global change; Global warming; Climatology; Ecology; Atmospheric sciences; Disturbance (geology); Yellow birch; Black spruce; Physical geography; Balsam; Geography; Biology; Geology","authors":[{"name":"Jean Marchal","is_ca":true},{"name":"Steve Cumming","is_ca":true},{"name":"Eliot J. B. McIntire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03805878282129907,"gpt":0.352707950446238,"spread":0.3146491676249389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003691576,0.0004135555,0.0002862118,0.0002064026,0.0005622245,0.001142472,0.000687746,0.0008327874,0.001932062],"category_scores_gemma":[0.001478378,0.0002942855,0.0003920907,0.0002196514,0.0005293069,0.0008832613,0.0003600657,0.0005266091,0.0001982545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003747886,"about_ca_system_score_gemma":0.002765369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5310234,"about_ca_topic_score_gemma":0.46949,"domain_scores_codex":[0.9998637,0.00003965238,0.000005811484,0.00003428859,0.00001226767,0.00004417357],"domain_scores_gemma":[0.9996991,0.00009483753,0.00004852547,0.00001819065,0.00006611539,0.0000732522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00006722828,0.00005041306,0.03161876,0.00004799963,0.00005280639,0.00005134123,0.00008756229,0.9594505,0.002582079,0.001570937,0.0007585176,0.003661757],"study_design_scores_gemma":[0.00004262992,0.00003001536,0.02324601,0.00001826767,0.00004029916,0.00001418513,0.00009116031,0.9739754,0.0003569982,0.001031739,0.001133282,0.00002001224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805897,0.0002574392,0.01004883,0.0008571043,0.00004900561,0.00003299388,0.0008606213,0.0002126201,0.007091563],"genre_scores_gemma":[0.9986589,0.00007078471,0.000672958,0.00005239296,0.000006450417,0.000008679009,0.00009610713,0.00001445942,0.0004192978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5310234,"threshold_uncertainty_score":0.9434769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2968619469","doi":"10.7490/f1000research.1117142.1","title":"Dockstore 2.0: Enhancing a community platform for sharing cloud-agnostic research tools","year":2019,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":1,"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; Research Canada","funders":"","keywords":"Open peer review; Plant biology; Cloud computing; Data science; Neuroscience; Medicine; Computer science; Biology; Operating system","authors":[{"name":"Denis Yuen","is_ca":true},{"name":"Brian D. O’Connor","is_ca":false},{"name":"Cricket A. Sloan","is_ca":false},{"name":"David Steinberg","is_ca":false},{"name":"Natalie Perez","is_ca":false},{"name":"Walt Shands","is_ca":false},{"name":"Gary Luu","is_ca":false},{"name":"Andrew Duncan","is_ca":false},{"name":"Charles Overbeck","is_ca":false},{"name":"Louise Cabansay","is_ca":false},{"name":"Lincoln Stein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4340368272758686,"gpt":0.51750003158767,"spread":0.08346320431180138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01271321,0.001445997,0.001335345,0.004916232,0.001807644,0.005166871,0.006870249,0.002805951,0.0116448],"category_scores_gemma":[0.02069162,0.001574434,0.001930344,0.003429581,0.001612875,0.008609603,0.01962602,0.004290522,0.008157224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300266,"about_ca_system_score_gemma":0.005632175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006871789,"about_ca_topic_score_gemma":0.00886658,"domain_scores_codex":[0.9949622,0.0008852621,0.0004948077,0.000922811,0.002090024,0.0006448925],"domain_scores_gemma":[0.9784203,0.003519492,0.001049673,0.008756193,0.00278471,0.00546953],"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":[0.008323637,0.003763881,0.0178482,0.002610929,0.001219491,0.002451139,0.004303643,0.0147877,0.1014867,0.07747745,0.3643906,0.4013366],"study_design_scores_gemma":[0.002102228,0.0009077771,0.01138543,0.0005901317,0.0004676971,0.001511568,0.0009901932,0.159271,0.03990668,0.1150713,0.6666995,0.001096458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.04570515,0.001169443,0.4812086,0.003854198,0.001247761,0.002011387,0.008489899,0.4263001,0.03001348],"genre_scores_gemma":[0.2744074,0.001974933,0.5567951,0.003043232,0.0007087706,0.002520223,0.05455266,0.05822855,0.04776917],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9931297,"threshold_uncertainty_score":0.06723469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2589381951","doi":"10.7490/f1000research.1112702.1","title":"Potential protein isoforms reveal additional information on biomarkers obtained from RNA-Seq data","year":2016,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Open peer review; Plant biology; Gene isoform; Computational biology; Biology; RNA-Seq; RNA; Physiology; Neuroscience; Bioinformatics; Transcriptome; Genetics; Gene; Gene expression; Botany","authors":[{"name":"Manal A. Alshehri","is_ca":true},{"name":"Iman Rezaeian","is_ca":true},{"name":"Abedalrhman Alkhateeb","is_ca":false},{"name":"Luis Rueda","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03061041651729996,"gpt":0.3423036111907446,"spread":0.3116931946734447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058773,0.0009361619,0.0007383842,0.001191595,0.0004845781,0.001469035,0.0004615938,0.000691848,0.003021204],"category_scores_gemma":[0.001699185,0.0003577665,0.0006815916,0.001371984,0.0003229364,0.0007941956,0.00041208,0.001109765,0.002608002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000385752,"about_ca_system_score_gemma":0.0006236557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006869739,"about_ca_topic_score_gemma":0.001971579,"domain_scores_codex":[0.9992089,0.00006271414,0.00008118831,0.0003603928,0.0002039739,0.00008286907],"domain_scores_gemma":[0.998771,0.0004759269,0.0002326577,0.0001995913,0.000234047,0.00008666894],"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":[0.0003421961,0.00004230543,0.01069469,0.0003668217,0.0001204681,0.0001786079,0.00005787675,0.0004620938,0.9763412,0.0004359851,0.001066896,0.009890834],"study_design_scores_gemma":[0.00006343085,0.0002335404,0.1694284,0.0001474416,0.0006614263,0.001469445,0.0001884051,0.02537311,0.7589661,0.004766954,0.03861467,0.00008688727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7530002,0.004426406,0.1486255,0.0010414,0.0006136779,0.0001578474,0.08291759,0.002747873,0.0064695],"genre_scores_gemma":[0.7251635,0.002024293,0.1608445,0.00164172,0.0003018766,0.0003528178,0.09978305,0.0015931,0.008295237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003021204,"threshold_uncertainty_score":0.01010698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966750373","doi":"10.7490/f1000research.1116584.1","title":"The GA4GH Tool Registry Service (TRS) Dockstore – year one","year":2019,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":1,"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; Research Canada","funders":"","keywords":"Open peer review; Plant biology; Service (business); Medicine; Physiology; Neuroscience; Biology; Business; Botany","authors":[{"name":"Denis Yuen","is_ca":true},{"name":"Brian O'Connor","is_ca":false},{"name":"Andrew A. Duncan","is_ca":false},{"name":"Gary Luu","is_ca":false},{"name":"Solomon I. Shorser","is_ca":false},{"name":"Vincent Chung","is_ca":false},{"name":"Xiang Kun Liu","is_ca":false},{"name":"Janice Patricia","is_ca":false},{"name":"Han Cao","is_ca":false},{"name":"Jennifer Wu","is_ca":false},{"name":"Vincent Ferretti","is_ca":false},{"name":"Lincoln Stein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0321849585487474,"gpt":0.3112923111756639,"spread":0.2791073526269165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01179663,0.002102326,0.001725875,0.00706002,0.002002163,0.009053716,0.00595112,0.002812783,0.4407133],"category_scores_gemma":[0.0278253,0.001954285,0.001533236,0.006809431,0.0009492302,0.009930407,0.008833354,0.003027167,0.4919521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482482,"about_ca_system_score_gemma":0.007714843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01244702,"about_ca_topic_score_gemma":0.009246352,"domain_scores_codex":[0.9944391,0.0009086428,0.0004582344,0.000759206,0.00248476,0.0009501168],"domain_scores_gemma":[0.9666961,0.003538312,0.001391754,0.01389574,0.008659624,0.005818433],"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":[0.0002422262,0.00008612966,0.0007009477,0.00008256398,0.00001422868,0.00005035309,0.00009302752,0.0001684137,0.0009739207,0.002693238,0.9495005,0.04539444],"study_design_scores_gemma":[0.0001053093,0.0000493619,0.000970043,0.00005614515,0.00001129441,0.00008261599,0.00007199905,0.001253516,0.001758985,0.002918926,0.9926597,0.00006222849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.006589911,0.0005987818,0.06678025,0.003682322,0.002757837,0.001081533,0.1731872,0.4714046,0.2739175],"genre_scores_gemma":[0.02197548,0.0005109167,0.05745418,0.001441332,0.0005890789,0.000924341,0.4652137,0.1384941,0.3133969],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4407133,"threshold_uncertainty_score":0.7977546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6888685239","doi":"10.21956/mniopenres.13911.r26173","title":"Referee report. For: Effectiveness of a personalized health profile on specificity of self-management goals among people living with HIV in Canada: a protocol for a blinded pragmatic randomized controlled trial [version 1; peer review: 1 approved]","year":2020,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Protocol (science); Human immunodeficiency virus (HIV); MEDLINE; Clinical trial; Health care","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05427222750548141,"gpt":0.4024557172365547,"spread":0.3481834897310733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04663111,0.001989483,0.005326321,0.002434216,0.003972487,0.004121547,0.003896475,0.01076389,0.4099413],"category_scores_gemma":[0.4030598,0.001670405,0.005629251,0.00318149,0.001804795,0.002870798,0.002302686,0.008702375,0.08249802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00987039,"about_ca_system_score_gemma":0.01368925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03607497,"about_ca_topic_score_gemma":0.05747198,"domain_scores_codex":[0.9735594,0.01350268,0.005155423,0.001817554,0.004563498,0.0014016],"domain_scores_gemma":[0.7248521,0.1505558,0.008667032,0.01378121,0.09559034,0.006553497],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001113781,0.00006116671,0.00005746958,0.002280002,0.00008146463,0.00002406848,0.00006338986,0.00003516078,0.00004866256,0.0004921945,0.9878802,0.007862512],"study_design_scores_gemma":[0.04278418,0.0007016896,0.006591767,0.01305353,0.0009074721,0.0001534262,0.0004354792,0.00101832,0.0007387229,0.009593064,0.9236702,0.0003521624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001296703,0.004018386,0.004342084,0.2359408,0.3715835,0.1657759,0.1691549,0.004817368,0.04307043],"genre_scores_gemma":[0.01240157,0.003146546,0.01732676,0.2045964,0.04437059,0.5383962,0.01837225,0.001715141,0.1596745],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9533689,"threshold_uncertainty_score":0.8416471,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2758734844","doi":"10.7490/f1000research.1114824.1","title":"A molecular mechanism for the EGCG-induced toxic to non-toxic remodeling of the Alzheimer's Disease Aβ oligomers","year":2017,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Cholinesterase and Neurodegenerative Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Open peer review; Mechanism (biology); Plant biology; Disease; Neuroscience; Medicine; Pharmacology; Chemistry; Biology; Physiology; Pathology; Botany; Philosophy","authors":[{"name":"Rashik Ahmed","is_ca":false},{"name":"Bryan VanSchouwen","is_ca":false},{"name":"Naiemeh Jafari","is_ca":false},{"name":"Xiaodan Ni","is_ca":false},{"name":"Joaquı́n Ortega","is_ca":false},{"name":"Giuseppe Melacini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1223001977094667,"gpt":0.4252335484143617,"spread":0.3029333507048951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001878132,0.0007537341,0.0002792375,0.0005465109,0.0004607904,0.0004274941,0.0006388878,0.0005731545,0.00243783],"category_scores_gemma":[0.0001605051,0.0002211234,0.0009208188,0.0001947175,0.0003953179,0.0007079654,0.0003761926,0.000783972,0.0004510401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007388048,"about_ca_system_score_gemma":0.0004144883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001838047,"about_ca_topic_score_gemma":0.001302967,"domain_scores_codex":[0.9998653,0.00001475879,0.0000122197,0.00003689361,0.00002442026,0.00004636763],"domain_scores_gemma":[0.9998949,0.00001006384,0.00002910547,0.00002376186,0.00002413347,0.00001811925],"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":[0.0003201754,0.00007464102,0.0003090903,0.000142505,0.0000311616,0.0005038282,0.0000543457,0.0001407756,0.9932156,0.002757516,0.0001938315,0.002256539],"study_design_scores_gemma":[0.00003368911,0.0003423436,0.00815387,0.00002281866,0.00006466455,0.0009930788,0.00006565694,0.0005788003,0.9845548,0.001421077,0.003756882,0.00001239837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557563,0.01504796,0.01656145,0.001320854,0.0003916282,0.0002970769,0.001358076,0.0005144521,0.008752292],"genre_scores_gemma":[0.9842948,0.003543408,0.003632949,0.0003218605,0.00004079832,0.0001151048,0.0004352487,0.00002654843,0.007589283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00243783,"threshold_uncertainty_score":0.008155346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805605813","doi":"10.7490/f1000research.1115528.1","title":"Is there a role for combined use of Gabapentin and Pregabalin in pain control? Too good to be true?","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Gabapentin; Pregabalin; Open peer review; Pain control; Plant biology; Medicine; Anesthesiology; Anesthesia; Neuroscience; Pharmacology; Alternative medicine; Psychology; Biology; Pathology","authors":[{"name":"Helen Senderovich","is_ca":true},{"name":"Geetha Jeyapragasan","is_ca":false},{"name":"Michal Moshkovich","is_ca":false},{"name":"Shaira Wignarajah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07652970068638296,"gpt":0.3677556991963818,"spread":0.2912259985099989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01659935,0.001407212,0.005739504,0.0006625831,0.001724173,0.005259288,0.003562763,0.008665473,0.01056863],"category_scores_gemma":[0.02798836,0.0006769383,0.00351562,0.0007755525,0.005085031,0.01020951,0.00152254,0.01384207,0.003697357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689267,"about_ca_system_score_gemma":0.004799816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003416444,"about_ca_topic_score_gemma":0.009916179,"domain_scores_codex":[0.9955844,0.001699899,0.0008558161,0.0004952928,0.001041283,0.0003232058],"domain_scores_gemma":[0.9577401,0.03132334,0.003507621,0.001369449,0.004544332,0.001515215],"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":[0.02118481,0.001909373,0.01585304,0.02066203,0.007221004,0.001975406,0.0007251184,0.001756912,0.006152313,0.02100828,0.07851807,0.8230335],"study_design_scores_gemma":[0.01692273,0.02371028,0.04851847,0.06461725,0.01748169,0.008502,0.007457742,0.007496552,0.006044866,0.1041537,0.6937348,0.001359944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01285169,0.5228732,0.003214029,0.4331964,0.01769559,0.0001173787,0.0002572226,0.0001921204,0.009602317],"genre_scores_gemma":[0.1244745,0.4642761,0.01999948,0.32342,0.06231703,0.0002914321,0.0002816977,0.0002074559,0.004732304],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01659935,"threshold_uncertainty_score":0.08778673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416469659","doi":"10.21956/hrbopenres.14386.r29353","title":"Referee report. For: Developing a complex intervention targeting antipsychotic prescribing to nursing home residents with dementia [version 1; peer review: 1 approved]","year":2021,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Alzheimer Society","keywords":"Dementia; Antipsychotic; Nursing homes; Intervention (counseling); Antipsychotic drug; MEDLINE","authors":[{"name":"Carole Parsons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1055007010690676,"gpt":0.4363890890230884,"spread":0.3308883879540208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01130342,0.001405234,0.00290714,0.002241602,0.005094871,0.003608756,0.003872502,0.01644041,0.3258674],"category_scores_gemma":[0.2150649,0.0008520111,0.002722954,0.00177596,0.001324387,0.00274924,0.003279873,0.009749293,0.1310179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005443993,"about_ca_system_score_gemma":0.01277605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05009512,"about_ca_topic_score_gemma":0.08031052,"domain_scores_codex":[0.9897516,0.002471842,0.001551339,0.0008883665,0.004497054,0.0008398025],"domain_scores_gemma":[0.7624041,0.06138917,0.004570667,0.005703296,0.1567066,0.009226123],"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":[0.00001720272,0.00001100136,0.00004447216,0.00009607984,0.000003778577,0.00005295665,0.00003286119,0.000005068422,0.00002397565,0.00006524839,0.9969463,0.002701024],"study_design_scores_gemma":[0.0003697776,0.0001004547,0.003484095,0.001429197,0.00006635663,0.0005595021,0.0009920861,0.0002441742,0.0003722573,0.001455655,0.9907621,0.0001643337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004822776,0.00209598,0.0009049525,0.5826027,0.3754193,0.003064581,0.009683927,0.002122195,0.0236242],"genre_scores_gemma":[0.007066976,0.003311274,0.003314703,0.6145461,0.08845323,0.007898094,0.004242295,0.001030004,0.2701373],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3258674,"threshold_uncertainty_score":0.9615684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6926097242","doi":"10.21956/mep.20151.r31129","title":"Referee report. For: A Visiting Professorship in Undergraduate Medical Education at the University of Alberta: Reflections on possibilities for medical humanities in China, and elsewhere [version 1; peer review: awaiting peer review]","year":2021,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medical humanities; Peer review; Medical school; Undergraduate education; Higher education","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2161988371954013,"gpt":0.4926667275512224,"spread":0.2764678903558211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009402435,0.001417039,0.002212723,0.004283125,0.006282744,0.005414347,0.00403743,0.01548712,0.2839311],"category_scores_gemma":[0.1342587,0.0007359946,0.002236216,0.00555965,0.00166898,0.003893876,0.003741345,0.01072427,0.1315275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01033697,"about_ca_system_score_gemma":0.01110033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1224687,"about_ca_topic_score_gemma":0.1628563,"domain_scores_codex":[0.9908511,0.001428768,0.00113737,0.0009407913,0.004859219,0.0007828284],"domain_scores_gemma":[0.8378628,0.03982682,0.002922808,0.005109994,0.1100541,0.004223433],"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":[0.000005816391,0.000004072479,0.00003353191,0.00005183885,0.000002902475,0.00006138077,0.00004599159,0.000008180162,0.00003604878,0.0003672402,0.9979365,0.001446471],"study_design_scores_gemma":[0.00003574244,0.00001380158,0.001833584,0.0002878321,0.00002863111,0.0001873164,0.0005832428,0.0001228954,0.0002008507,0.001665755,0.9949566,0.00008385214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003342763,0.004226046,0.001283484,0.6516553,0.2863478,0.0005949193,0.008598646,0.001114254,0.0458453],"genre_scores_gemma":[0.01033933,0.005051678,0.002694513,0.3878199,0.09581765,0.001281509,0.0038294,0.001060064,0.4921061],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2839311,"threshold_uncertainty_score":0.9498441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2682386957","doi":"10.7490/f1000research.1112902.1","title":"A novel method to identify significant DNA motifs in the human genome associated with Alzheimer’s disease","year":2016,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Open peer review; Plant biology; Disease; Genome; Biology; Computational biology; Neuroscience; Human genome; DNA; Medicine; Genetics; Physiology; Evolutionary biology; Gene; Pathology","authors":[{"name":"Kartikay Chadha","is_ca":true},{"name":"Jo Knight","is_ca":false},{"name":"Andrew D. Paterson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08120141785688759,"gpt":0.4115642839809664,"spread":0.3303628661240788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004896197,0.0005361396,0.0005587976,0.00270379,0.0004779969,0.0008602442,0.0006154841,0.0007707701,0.003454241],"category_scores_gemma":[0.001636732,0.0002552402,0.0006812227,0.001305049,0.0002715668,0.0004354705,0.0006364878,0.0006089647,0.001112054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002315424,"about_ca_system_score_gemma":0.0007521893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165711,"about_ca_topic_score_gemma":0.003803193,"domain_scores_codex":[0.9995573,0.00005732107,0.00003145858,0.0001583285,0.0001521482,0.00004345467],"domain_scores_gemma":[0.9992142,0.0003703681,0.00008523939,0.00007531638,0.0001813259,0.00007349958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001017742,0.000393629,0.0230376,0.00043072,0.0004293226,0.0007234487,0.0001664511,0.007875097,0.2538211,0.003464255,0.007816515,0.700824],"study_design_scores_gemma":[0.0005869729,0.0005918482,0.05153999,0.00007904083,0.0004934426,0.005144453,0.0003370764,0.7983867,0.09546842,0.01394582,0.03328907,0.0001371832],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1575976,0.001208372,0.8296045,0.000433046,0.000239459,0.0002650587,0.002707929,0.004802041,0.003142008],"genre_scores_gemma":[0.2970225,0.0003281899,0.6911246,0.0002403165,0.0001711803,0.0002532108,0.003536969,0.0002025628,0.007120631],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003454241,"threshold_uncertainty_score":0.01155555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6944964095","doi":"10.21956/mep.20151.r31127","title":"Referee report. For: A Visiting Professorship in Undergraduate Medical Education at the University of Alberta: Reflections on possibilities for medical humanities in China, and elsewhere [version 1; peer review: awaiting peer review]","year":2020,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medical humanities; Peer review; Medical school; Undergraduate education; Higher education","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1209700769136893,"gpt":0.4501498571255198,"spread":0.3291797802118305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008008133,0.001541157,0.002245754,0.003559041,0.007870542,0.005373414,0.004526581,0.01986567,0.2100297],"category_scores_gemma":[0.1265312,0.0007870626,0.002061769,0.003912535,0.001782694,0.003840989,0.003982053,0.01446267,0.1052004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01069455,"about_ca_system_score_gemma":0.01159574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1238933,"about_ca_topic_score_gemma":0.1709171,"domain_scores_codex":[0.99124,0.001252484,0.00118664,0.0009446293,0.004565638,0.0008106478],"domain_scores_gemma":[0.8600425,0.03650924,0.002869791,0.003910806,0.09221918,0.004448547],"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":[0.000006285539,0.000003821855,0.00003180337,0.0000581368,0.000002663935,0.00008481845,0.00007168819,0.00000559377,0.00004182321,0.0003268077,0.9979753,0.001391232],"study_design_scores_gemma":[0.00003580156,0.00001417594,0.002037845,0.0003256927,0.00002551215,0.0002730225,0.0009828402,0.0001014013,0.0001906001,0.001394188,0.9945268,0.00009206573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003201466,0.003681796,0.0006955609,0.6696841,0.2893921,0.0004893846,0.004284179,0.0008576615,0.03059507],"genre_scores_gemma":[0.009460812,0.004357115,0.00172947,0.4929251,0.09658664,0.001320337,0.002017627,0.0007846783,0.3908182],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2100297,"threshold_uncertainty_score":0.7026193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416597836","doi":"10.5256/f1000research.12775.d180033","title":"File containing the raw data and a table of contents for the data file.","year":2017,"lang":"en","type":"dataset","venue":"Faculty of 1000 Research Ltd","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Children's Hospital of Eastern Ontario; University of Toronto; Hospital for Sick Children; St. Paul's Hospital","funders":"Hospital for Sick Children","keywords":"Table (database); Raw data; Raw material; Data file; Table of contents","authors":[{"name":"Angela W.S. Fung","is_ca":true},{"name":"Michael J. Knauer","is_ca":true},{"name":"Ivan M. Blasutig","is_ca":true},{"name":"David Colantonio","is_ca":true},{"name":"Vathany Kulasingam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.326669136128063,"gpt":0.4801184400166253,"spread":0.1534493038885624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282172,0.001950372,0.001488626,0.003017586,0.0007057411,0.00208276,0.002178622,0.001637523,0.1111028],"category_scores_gemma":[0.00689469,0.0006323725,0.0009767783,0.005278506,0.0004870823,0.001713756,0.001582608,0.001848312,0.1666194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741864,"about_ca_system_score_gemma":0.00335739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210336,"about_ca_topic_score_gemma":0.02297692,"domain_scores_codex":[0.9987116,0.0001686088,0.0001814036,0.0004143244,0.000317849,0.000206169],"domain_scores_gemma":[0.9957908,0.001113506,0.0002880388,0.001152287,0.001206857,0.0004484792],"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":[0.00007734015,0.0000271202,0.0005299783,0.0002705426,0.0000119219,0.00001354686,0.00001042134,0.0001169433,0.0001216828,0.0002520388,0.9966528,0.001915699],"study_design_scores_gemma":[0.0002942614,0.00003997177,0.003855527,0.0002109618,0.00002631891,0.0001011408,0.0001155453,0.0006335265,0.001084337,0.001399187,0.9922014,0.00003765124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001245608,0.00002538404,0.0001083192,0.00005863319,0.00003811959,0.00001361845,0.9985493,0.0004891072,0.0005930138],"genre_scores_gemma":[0.0003321361,0.00002572313,0.0002981772,0.000038716,0.000009964448,0.00004457059,0.9984317,0.00008464379,0.0007343296],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1111028,"threshold_uncertainty_score":0.371676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416515995","doi":"10.21956/mep.20747.r34784","title":"Referee report. For: Insights into an innovative point of care ultrasound curriculum for Ontario primary maternity care providers [version 1; peer review: 1 approved with reservations]","year":2023,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Maternity care; Primary care; Curriculum; Point (geometry); Point of care ultrasound; Primary health care","authors":[{"name":"Ruchika Karnik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08497655929099268,"gpt":0.4206095710552576,"spread":0.335633011764265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005785121,0.0007984636,0.001187021,0.002245871,0.00612149,0.00364384,0.002846945,0.009429419,0.3438957],"category_scores_gemma":[0.1080088,0.0005173876,0.00117301,0.00204791,0.001107628,0.002454102,0.00274115,0.006012617,0.1212607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01020411,"about_ca_system_score_gemma":0.01799805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2611347,"about_ca_topic_score_gemma":0.3723621,"domain_scores_codex":[0.9932775,0.000688236,0.0005336775,0.0005192765,0.004356576,0.0006247708],"domain_scores_gemma":[0.8546494,0.02198192,0.001994382,0.002439662,0.1122116,0.006723119],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004296599,0.000004594134,0.00003781059,0.00002380669,8.000534e-7,0.00002522361,0.00003788488,0.000003032966,0.00002771088,0.00008055106,0.9980653,0.00168899],"study_design_scores_gemma":[0.00005355322,0.00003144049,0.003648541,0.0002775956,0.000014514,0.0001566961,0.001475987,0.0001047447,0.0001858208,0.0005562208,0.9934208,0.00007407914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001053057,0.001736434,0.001153656,0.659042,0.2467042,0.001959661,0.01127579,0.002474968,0.07460022],"genre_scores_gemma":[0.009166877,0.001851403,0.00196054,0.2275835,0.03152802,0.002168214,0.003464729,0.0009337733,0.721343],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9942149,"threshold_uncertainty_score":0.9358531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786222267","doi":"10.7490/f1000research.1115236.1","title":"Nonconsumptive predator effects on prey demography","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Open peer review; Predation; Predator; Plant biology; Biology; Demography; Ecology; Physiology; Sociology","authors":[{"name":"Ricardo A. Scrosati","is_ca":true},{"name":"Julius A. Ellrich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02869664653214736,"gpt":0.3356410145686378,"spread":0.3069443680364904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006073872,0.0002768919,0.0003012763,0.0003245138,0.0003894219,0.0005288989,0.0004133821,0.0004619807,0.01162673],"category_scores_gemma":[0.004469801,0.0002049895,0.0002754306,0.0001930034,0.0005706351,0.0005462473,0.0007502843,0.0003735764,0.000375693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005347015,"about_ca_system_score_gemma":0.0003229792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004125598,"about_ca_topic_score_gemma":0.01425689,"domain_scores_codex":[0.9997901,0.00008917325,0.00001214001,0.00004288641,0.00002482821,0.00004090744],"domain_scores_gemma":[0.9947991,0.003737373,0.0004005199,0.0002808399,0.0001619049,0.0006202779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006018081,0.001078339,0.8445694,0.000275678,0.0003849495,0.001297096,0.001145604,0.002738985,0.1068006,0.001587565,0.000736573,0.03336701],"study_design_scores_gemma":[0.00002648803,0.0002679401,0.9965162,0.000005403487,0.00006742417,0.0001516395,0.0002257657,0.001065908,0.001216246,0.0002915224,0.0001592947,0.000006180923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990746,0.00004448468,0.00005071756,0.00002771117,0.000001917236,0.000001741049,0.00004234315,0.000001666477,0.0007547979],"genre_scores_gemma":[0.9990938,0.00003344872,0.00007382369,0.00001736313,0.000002439249,0.000003068103,0.00003957493,0.000004074904,0.0007324633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162673,"threshold_uncertainty_score":0.03889525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6929985779","doi":"10.5256/f1000research.151623.r238355","title":"Referee report. For: Developing an integrated performance management and measurement system in healthcare organisations: a Canadian case study [version 1; peer review: 3 approved with reservations]","year":2024,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Statistical Methods and Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Performance measurement; Health care; Performance management; Healthcare system; Measure (data warehouse); System of measurement","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3185567935302641,"gpt":0.4670689617428438,"spread":0.1485121682125797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01030001,0.001156427,0.001469073,0.004717529,0.008227533,0.00536582,0.003961243,0.011141,0.278256],"category_scores_gemma":[0.1527988,0.0006690099,0.001905366,0.006235193,0.001732796,0.004040337,0.003627239,0.008335889,0.06765754],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01908438,"about_ca_system_score_gemma":0.02891164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5383724,"about_ca_topic_score_gemma":0.5654454,"domain_scores_codex":[0.9870678,0.002092726,0.001214218,0.001201326,0.007364584,0.001059469],"domain_scores_gemma":[0.8251251,0.02992364,0.002514541,0.003258079,0.1348381,0.004340513],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006428249,0.000006705576,0.00008131382,0.0001079579,0.000002997695,0.0001208313,0.0002640802,0.00002226992,0.0000844869,0.0005588879,0.996126,0.002618056],"study_design_scores_gemma":[0.00003748419,0.00001517216,0.002347166,0.0004512542,0.00002407179,0.0002872058,0.002218002,0.000266747,0.0002719277,0.001006499,0.9929508,0.0001237263],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001804035,0.006136846,0.004688819,0.6381768,0.2310337,0.003004869,0.02211433,0.002026161,0.0910145],"genre_scores_gemma":[0.0278818,0.006300576,0.007552476,0.2331273,0.0406615,0.003731427,0.006547306,0.001853679,0.6723439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9897,"threshold_uncertainty_score":0.930859,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"evaluation","study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":true,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4416619436","doi":"10.5256/f1000research.25082.r75094","title":"Referee report. For: Predicting response and toxicity to PD-1 inhibition using serum autoantibodies identified from immuno-mass spectrometry [version 1; peer review: 2 approved]","year":2020,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Genentech; Servier; Regeneron Pharmaceuticals; Mersana Therapeutics; Karyopharm Therapeutics; PTC Therapeutics; Princess Margaret Cancer Foundation; Sanofi; GlaxoSmithKline; Amgen; Pfizer; MorphoSys; Celgene; Symphogen; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Toxicity; Autoantibody; Mass spectrometry; Drug; Immune system","authors":[{"name":"Francesco Salvatore","is_ca":false},{"name":"Porcelli Tommaso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0841799796860403,"gpt":0.3973060153578921,"spread":0.3131260356718518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005900976,0.001029933,0.001469309,0.002349237,0.002247893,0.002599277,0.002591761,0.00799509,0.3437127],"category_scores_gemma":[0.09849081,0.0004936424,0.001655082,0.001677751,0.0007168518,0.001672102,0.002391005,0.003951622,0.1794395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003157312,"about_ca_system_score_gemma":0.0052563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02261413,"about_ca_topic_score_gemma":0.0326391,"domain_scores_codex":[0.9955634,0.00072365,0.0006102532,0.0005475755,0.002211223,0.000343869],"domain_scores_gemma":[0.9066849,0.01816039,0.00179109,0.003506346,0.06654605,0.003311206],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001586226,0.000009841699,0.00006298126,0.00004039547,0.000002971597,0.0000553486,0.00000998463,0.000008802687,0.00008142789,0.00008193235,0.9960006,0.003629937],"study_design_scores_gemma":[0.00008464779,0.00003587903,0.001825326,0.0002092403,0.00002158765,0.0003638371,0.0001297576,0.0001802004,0.0005116727,0.001290664,0.9952903,0.00005696185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0008709102,0.002952101,0.003208602,0.4107436,0.5158871,0.001413242,0.02122349,0.003345072,0.04035593],"genre_scores_gemma":[0.01292708,0.004355923,0.00771472,0.2855122,0.144649,0.002098805,0.01345123,0.002445864,0.5268451],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.994099,"threshold_uncertainty_score":0.9361142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2555617947","doi":"10.7490/f1000research.1112922.1","title":"Flushing away the stink of predators: The modulation of predator chemical cues by water motion","year":2016,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Open peer review; Plant biology; Predator; Predation; Flushing; Biology; Predator avoidance; Physiology; Neuroscience; Ecology; Botany; Endocrinology","authors":[{"name":"Julius A. Ellrich","is_ca":true},{"name":"Ricardo A. Scrosati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02649529600684297,"gpt":0.3012819887372334,"spread":0.2747866927303904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000154127,0.00029249,0.0002396188,0.0002060329,0.0003083369,0.0004837501,0.0002226383,0.0005426885,0.00245068],"category_scores_gemma":[0.0005981241,0.0004197527,0.0002211202,0.0001036282,0.0004487085,0.0004061042,0.0003482292,0.0006050873,0.0002339435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951844,"about_ca_system_score_gemma":0.0003390892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002408877,"about_ca_topic_score_gemma":0.004308414,"domain_scores_codex":[0.999935,0.00001234089,0.000002774414,0.00001583973,0.00001104344,0.00002292648],"domain_scores_gemma":[0.9997745,0.00007435717,0.00004172448,0.00001915435,0.00002210111,0.00006819981],"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":[0.001233923,0.0001295512,0.009893941,0.0001183566,0.00003575024,0.0001966552,0.0002092103,0.0003856588,0.9697317,0.0002257025,0.0002740414,0.01756558],"study_design_scores_gemma":[0.000106408,0.001636192,0.8945559,0.00004148059,0.0001184024,0.0004895799,0.0004478389,0.008548007,0.09175629,0.0007425837,0.00151104,0.00004615189],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980375,0.0003460886,0.0003555336,0.00004206462,0.00002140391,0.00001036853,0.00002356746,0.00001126314,0.001152333],"genre_scores_gemma":[0.9973212,0.0003485862,0.0004895396,0.000105916,0.00001871614,0.00001369574,0.00005322607,0.00001752086,0.001631809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00245068,"threshold_uncertainty_score":0.008198321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3048922161","doi":"10.7490/f1000research.1118235.1","title":"Expansion of reactome functional interaction network to allow exposure of knowledge space of understudied proteins in the context of biological pathways","year":2020,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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; Research Canada","funders":"","keywords":"Open peer review; Plant biology; Context (archaeology); Neuroscience; Computational biology; Space (punctuation); Biology; Computer science","authors":[{"name":"Nasim Sanati","is_ca":false},{"name":"Solomon I. Shorser","is_ca":true},{"name":"Timothy Brunson","is_ca":false},{"name":"Robin Haw","is_ca":true},{"name":"L. Albert Matthew","is_ca":false},{"name":"Lincoln Stein","is_ca":true},{"name":"Peter D’Eustachio","is_ca":false},{"name":"Guanming Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09836531728034015,"gpt":0.3343260183650807,"spread":0.2359607010847406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001068408,0.0007554847,0.0006442119,0.002794131,0.0004405433,0.001102361,0.0008282674,0.0004805626,0.007271319],"category_scores_gemma":[0.003621111,0.0002867852,0.0009877764,0.002135705,0.0002733944,0.001714029,0.001683774,0.000970964,0.00112512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005114592,"about_ca_system_score_gemma":0.0008779273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002354693,"about_ca_topic_score_gemma":0.003171334,"domain_scores_codex":[0.999283,0.0001577957,0.00005052657,0.0003060752,0.0001480481,0.00005458553],"domain_scores_gemma":[0.9987367,0.0005377389,0.0001328131,0.000257051,0.0002338714,0.0001018907],"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":[0.003740518,0.0008661373,0.06301134,0.003989621,0.001355725,0.001822684,0.001594725,0.1075266,0.3539228,0.03584697,0.03370042,0.3926226],"study_design_scores_gemma":[0.0002044104,0.0003501696,0.05250559,0.0003343455,0.0008461996,0.001263022,0.0004930071,0.6525509,0.1142966,0.07864088,0.09832691,0.0001880414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3079463,0.002614711,0.5840505,0.002130712,0.0002815617,0.0003724779,0.07517283,0.01752026,0.009910636],"genre_scores_gemma":[0.6661358,0.001623099,0.2697361,0.0003536745,0.0000942468,0.0006212262,0.05715554,0.0007481384,0.003532102],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007271319,"threshold_uncertainty_score":0.02432501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754892237","doi":"10.7490/f1000research.1114543.1","title":"Impact of temperature shifts on the independent and joint evolution of seed dormancy and seed size","year":2017,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Seed Germination and Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"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":"Open peer review; Plant biology; Dormancy; Joint (building); Biology; Seed dormancy; Botany; Physiology; Germination; Engineering","authors":[{"name":"Yang Liu","is_ca":true},{"name":"Sébastien Barot","is_ca":false},{"name":"Yousry A. El‐Kassaby","is_ca":false},{"name":"Nicolas Loeuille","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05047089290513906,"gpt":0.345037723026803,"spread":0.2945668301216639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006511733,0.0004152734,0.0003481155,0.0004631222,0.0003211015,0.0007791459,0.0005651149,0.0005301471,0.002843768],"category_scores_gemma":[0.001639636,0.0004136606,0.0004170467,0.0002367147,0.0006227689,0.0004933115,0.001031177,0.0009521832,0.0003625446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006001622,"about_ca_system_score_gemma":0.0003028969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901172,"about_ca_topic_score_gemma":0.004244551,"domain_scores_codex":[0.9995956,0.0001405584,0.00002594105,0.0001102229,0.00005750105,0.00007016464],"domain_scores_gemma":[0.9984651,0.0007314556,0.0002470642,0.0001902993,0.00009517184,0.000270858],"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":[0.005150278,0.0003010971,0.09542283,0.00009663898,0.0004462762,0.0002710204,0.0003647593,0.004346913,0.8735769,0.001180261,0.0003463723,0.01849661],"study_design_scores_gemma":[0.00006458066,0.000606315,0.9629679,0.00001079392,0.0001540518,0.0002869059,0.0001781207,0.008047673,0.02624466,0.0005989436,0.0007848776,0.00005513008],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987845,0.0001512329,0.0002874405,0.00003296601,0.00001030935,0.000002982919,0.0001111429,0.00001180844,0.0006076446],"genre_scores_gemma":[0.9992925,0.00004053811,0.0001314816,0.00003138244,0.000004383647,0.000004334179,0.0000840179,0.00002449997,0.0003867834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002843768,"threshold_uncertainty_score":0.009513378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6911050620","doi":"10.5256/f1000research.46348.r79798","title":"Referee report. For: Recommendations from long-term care reports, commissions, and inquiries in Canada [version 1; peer review: 1 approved, 1 approved with reservations]","year":2021,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"MEDLINE; Government (linguistics); Health care; Confidentiality","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1099175454524031,"gpt":0.4470234578775282,"spread":0.3371059124251251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01482276,0.001584321,0.002589107,0.007128033,0.01111116,0.01123779,0.007314862,0.0202911,0.5400405],"category_scores_gemma":[0.1864208,0.001614605,0.002646504,0.007422961,0.002483812,0.004578808,0.004605201,0.01111746,0.435737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02268751,"about_ca_system_score_gemma":0.06776189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5811831,"about_ca_topic_score_gemma":0.690729,"domain_scores_codex":[0.976981,0.001811208,0.002362087,0.001559909,0.01498556,0.002300315],"domain_scores_gemma":[0.7073933,0.02605326,0.003479813,0.007461372,0.2486559,0.006956376],"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":[0.000002103969,0.000003801865,0.00001536013,0.00003036182,9.002002e-7,0.00001006972,0.0000138689,0.0000029596,0.00001464119,0.00009937063,0.9987019,0.001104663],"study_design_scores_gemma":[0.00003860068,0.000008401782,0.001607366,0.0003811022,0.00001567256,0.00005126494,0.000411613,0.00005898949,0.0001167156,0.0005593672,0.9966852,0.00006575177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005452395,0.00362554,0.003632596,0.3321112,0.2306972,0.00896798,0.09420869,0.008484877,0.3177267],"genre_scores_gemma":[0.001968028,0.001718483,0.003342398,0.08279189,0.01054472,0.002973142,0.01109969,0.002452275,0.8831093],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5400405,"threshold_uncertainty_score":0.8425668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416824507","doi":"10.21956/mep.19560.r29005","title":"Referee report. For: Podcasting as an Innovative Approach to Enhance Career Counseling in Canadian Undergraduate Medical Education [version 1; peer review: awaiting peer review]","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Career counseling; Career development; Peer mentoring; Undergraduate education; Graduate students","authors":[{"name":"Sateesh Babu Arja","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1447773211994485,"gpt":0.5247827733429091,"spread":0.3800054521434606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006454924,0.001116562,0.001900451,0.002360954,0.005423691,0.003235885,0.003461466,0.01467669,0.3174938],"category_scores_gemma":[0.1287494,0.0005933826,0.001958208,0.002117773,0.001115347,0.002371095,0.002645046,0.008242698,0.1180097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009370893,"about_ca_system_score_gemma":0.01541591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1791662,"about_ca_topic_score_gemma":0.2452293,"domain_scores_codex":[0.9930817,0.0009103517,0.0009133693,0.000633107,0.00371305,0.0007484961],"domain_scores_gemma":[0.8564591,0.02767381,0.002178708,0.002815113,0.1045386,0.006334869],"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":[0.00001098289,0.000006293088,0.00004238557,0.00005601895,0.000001968635,0.00005408865,0.00002544288,0.000004776902,0.00003175571,0.00009632658,0.9973126,0.002357286],"study_design_scores_gemma":[0.00009177232,0.0000361995,0.003073307,0.000412916,0.00002702711,0.0002840219,0.0007407699,0.0001386099,0.0002479405,0.0007383803,0.9940999,0.0001090302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005266703,0.002685384,0.001006469,0.6115164,0.3353587,0.001911161,0.009940118,0.002059309,0.03499583],"genre_scores_gemma":[0.01026017,0.003865248,0.002765526,0.4783955,0.07601063,0.00350629,0.003890629,0.0009679184,0.420338],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3174938,"threshold_uncertainty_score":0.9735122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416779205","doi":"10.5256/f1000research.170215.r314339","title":"Referee report. For: Geographic distribution of conversion therapy prevalence in Canada. Findings from a national cross-sectional survey, 2020 [version 2; peer review: 2 approved, 1 approved with reservations]","year":2024,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Public health; MEDLINE; Population; Incidence (geometry)","authors":[{"name":"Sean Mulcahy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09184724940978363,"gpt":0.4120221481319289,"spread":0.3201748987221453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003678574,0.0009121859,0.001816349,0.005966555,0.002744073,0.001871816,0.003580229,0.003550332,0.336935],"category_scores_gemma":[0.08449239,0.0006972994,0.001422939,0.006936805,0.0005998596,0.001689665,0.002148475,0.002502053,0.09997524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006990275,"about_ca_system_score_gemma":0.01077415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5565556,"about_ca_topic_score_gemma":0.5456078,"domain_scores_codex":[0.996849,0.0003701728,0.0006821346,0.000329927,0.001300594,0.0004681295],"domain_scores_gemma":[0.894598,0.01502552,0.002554027,0.0023606,0.08214708,0.00331476],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005926843,0.000005048188,0.0002018566,0.00006126314,0.000002041162,0.00001511414,0.00001770186,0.000006596899,0.000008801022,0.00004536251,0.998017,0.001613269],"study_design_scores_gemma":[0.0003516328,0.00004646516,0.05960947,0.001390452,0.00006430341,0.0002855338,0.001622629,0.0004343581,0.0002839666,0.001174624,0.934559,0.0001776016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.002104708,0.002540831,0.001699113,0.2168431,0.1710026,0.004115543,0.5425389,0.003285562,0.05586974],"genre_scores_gemma":[0.02966168,0.005386276,0.00832601,0.1652141,0.04896205,0.01505138,0.1950309,0.002293835,0.5300737],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9963214,"threshold_uncertainty_score":0.9457818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6911021236","doi":"10.5256/f1000research.17996.r43269","title":"Referee report. For: Assessing service and treatment needs of young people who use illicit and non-medical prescription drugs living in Northern Ontario, Canada [version 1; peer review: 2 approved with reservations]","year":2019,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medical prescription; Service (business); Service provider; Peer review; MEDLINE","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04265044639273394,"gpt":0.3288500318800334,"spread":0.2861995854872994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005781269,0.001210921,0.002090458,0.004714609,0.006125251,0.003153314,0.003818544,0.006465008,0.3671502],"category_scores_gemma":[0.1035649,0.0009894021,0.001818608,0.003978712,0.0009656781,0.001973924,0.003317431,0.003621157,0.1261801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00787999,"about_ca_system_score_gemma":0.02295441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4109982,"about_ca_topic_score_gemma":0.5333732,"domain_scores_codex":[0.9954449,0.0007600304,0.0008045102,0.0003257516,0.002025302,0.0006395076],"domain_scores_gemma":[0.8697459,0.02542748,0.002453682,0.002996759,0.09323861,0.006137515],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001000823,0.0000176792,0.0001495627,0.00009490136,0.000002205267,0.00002497762,0.00005007646,0.000006223815,0.00002236672,0.00003578158,0.9967077,0.002878566],"study_design_scores_gemma":[0.0007066546,0.0001160817,0.03086991,0.002099351,0.00007081955,0.0002775669,0.003757389,0.0002689416,0.0004015914,0.0008861166,0.9603385,0.0002071016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003493622,0.002870952,0.00248513,0.3557023,0.1990966,0.02669364,0.2771816,0.004630796,0.1278453],"genre_scores_gemma":[0.01768745,0.004872978,0.008451219,0.1817595,0.03173143,0.04194251,0.05932181,0.001964779,0.6522682],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9942187,"threshold_uncertainty_score":0.9026834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047175405","doi":"10.7490/f1000research.1118194.1","title":"netDx: Building an interpretable patient classifier with multi-omic data integration andpatient similarity networks","year":2020,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Open peer review; Plant biology; Classifier (UML); Computational biology; Similarity (geometry); Artificial intelligence; Omics; Computer science; Biology; Machine learning; Pattern recognition (psychology); Bioinformatics; Botany","authors":[{"name":"Shraddha Pai","is_ca":true},{"name":"Philipp Weber","is_ca":false},{"name":"Ruth Isserlin","is_ca":false},{"name":"Hussam Kaka","is_ca":false},{"name":"Shirley Hui","is_ca":false},{"name":"M.A. Shah","is_ca":false},{"name":"Luca Giudice","is_ca":false},{"name":"Rosalba Giugno","is_ca":false},{"name":"Anne Krogh Nøhr","is_ca":false},{"name":"Jan Baumbach","is_ca":false},{"name":"Gary D. Bader","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08041729837701925,"gpt":0.3542723191217665,"spread":0.2738550207447473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00143476,0.00145464,0.001068684,0.002240662,0.0004250797,0.001808881,0.001209593,0.001046087,0.007044074],"category_scores_gemma":[0.004347775,0.0005143755,0.001568599,0.001057151,0.0002266143,0.001175398,0.001843184,0.001101823,0.002956518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009181691,"about_ca_system_score_gemma":0.001409695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00461346,"about_ca_topic_score_gemma":0.008857647,"domain_scores_codex":[0.9992535,0.0001083073,0.00006951956,0.000282865,0.0002314686,0.00005430494],"domain_scores_gemma":[0.9992747,0.0003277595,0.00007066899,0.0001137289,0.0001510733,0.00006216126],"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":[0.001770599,0.0005355899,0.06489657,0.001043128,0.001413741,0.001666342,0.0004085619,0.04290502,0.02197587,0.006495932,0.1001579,0.7567309],"study_design_scores_gemma":[0.0002930287,0.0005062877,0.01892732,0.0001991872,0.0006051833,0.002166588,0.0002657495,0.8331615,0.03429148,0.02740265,0.08207194,0.0001089576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0569708,0.001109443,0.8013056,0.001585772,0.0003891089,0.0008901772,0.05474259,0.07933434,0.003672137],"genre_scores_gemma":[0.2178149,0.0007537256,0.6934234,0.0008984194,0.0002145784,0.0009146241,0.07763274,0.001934664,0.006412891],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007044074,"threshold_uncertainty_score":0.02356476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012196763","doi":"10.7490/f1000research.1117708.1","title":"The impact of B<sub>1</sub><sup>+</sup> inhomogeneities on automatic hippocampal morphometry","year":2019,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Open peer review; Plant biology; Hippocampal formation; Neuroscience; Physiology; Biology; Medicine","authors":[{"name":"Roy A.M. Haast","is_ca":true},{"name":"Jonathan C. Lau","is_ca":false},{"name":"Dimo Ivanov","is_ca":false},{"name":"Kâmil Uludaǧ","is_ca":false},{"name":"Ali R. Khan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05957590411415103,"gpt":0.3564294497225595,"spread":0.2968535456084084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005392087,0.0003254426,0.0002138867,0.0005488945,0.0003649757,0.0007249421,0.0003985138,0.0003364987,0.004087435],"category_scores_gemma":[0.004657499,0.0002229729,0.0001785215,0.0005272771,0.0006479383,0.0007130274,0.0004140867,0.0003706996,0.0004978053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003545624,"about_ca_system_score_gemma":0.0003148423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548211,"about_ca_topic_score_gemma":0.003048181,"domain_scores_codex":[0.9998311,0.00003995837,0.00001232092,0.00003796993,0.00003574028,0.00004295468],"domain_scores_gemma":[0.997741,0.001469406,0.0002403069,0.0002670317,0.0001404808,0.0001418664],"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":[0.005560261,0.0002342062,0.0517267,0.0002891016,0.000234072,0.001177329,0.0003953197,0.01751604,0.8664427,0.004872471,0.001045385,0.05050635],"study_design_scores_gemma":[0.0001356228,0.0005896538,0.5658575,0.00005410201,0.000330367,0.002875661,0.0006398623,0.08152094,0.336318,0.00928806,0.002317753,0.00007232859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983613,0.0003727685,0.01216172,0.0002339135,0.00002510377,0.00002049274,0.0004331926,0.0001877891,0.002951984],"genre_scores_gemma":[0.9971097,0.0001369521,0.001457469,0.00005004132,0.00001305366,0.000009641132,0.0002641302,0.000219939,0.0007389695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004087435,"threshold_uncertainty_score":0.0136739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416650860","doi":"10.5256/f1000research.11525.r19726","title":"Referee report. For: Predicting Outcomes of Hormone and Chemotherapy in the Molecular Taxonomy of Breast Cancer International Consortium (METABRIC) Study by Biochemically-inspired Machine Learning [version 2; referees: 1 approved, 1 approved with reservations]","year":2017,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Breast cancer; Hormone therapy; Chemotherapy; Molecular taxonomy; Cancer; Alternative medicine","authors":[{"name":"Chun-Wei Tung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03972512653364897,"gpt":0.3450539018291973,"spread":0.3053287752955484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0151009,0.001602482,0.002573309,0.005496751,0.004013002,0.004250434,0.004431758,0.009156375,0.4838846],"category_scores_gemma":[0.2122964,0.0009666134,0.002910364,0.004989993,0.00108673,0.00254367,0.003680357,0.005673544,0.2875885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005198829,"about_ca_system_score_gemma":0.008812292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0561196,"about_ca_topic_score_gemma":0.06572805,"domain_scores_codex":[0.9898436,0.002092602,0.00160679,0.00103353,0.004719764,0.0007037732],"domain_scores_gemma":[0.7442068,0.057428,0.00425256,0.008927309,0.1785255,0.006659769],"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":[0.000007909161,0.000005494018,0.00002288249,0.00003370196,0.000002533231,0.000009393723,0.000005322483,0.000006263193,0.00001458525,0.00008906993,0.9984784,0.001324547],"study_design_scores_gemma":[0.0002058233,0.00003347445,0.002552157,0.0004902619,0.00004093767,0.00008119414,0.0001164963,0.0001714277,0.00017562,0.001820434,0.9942321,0.00008004473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0003847849,0.002347595,0.004029637,0.3362583,0.4566793,0.003178609,0.120792,0.004571797,0.07175799],"genre_scores_gemma":[0.005700577,0.002798248,0.008714546,0.2497047,0.1059046,0.007337155,0.04763825,0.003608699,0.5685932],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4838846,"threshold_uncertainty_score":0.736176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965654035","doi":"10.7490/f1000research.1115921.1","title":"Unraveling the neural correlates of dream recall: Novel insights from deep convolutional nets","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Open peer review; Plant biology; Recall; Neuroscience; Convolutional neural network; Dream; Cognitive science; Physiology; Artificial intelligence; Biology; Psychology; Cognitive psychology; Computer science; Botany","authors":[{"name":"Arna Ghosh","is_ca":true},{"name":"Arthur Dehgan","is_ca":false},{"name":"Tarek Lajnef","is_ca":false},{"name":"Raphaël Vallat","is_ca":false},{"name":"Jean‐Baptiste Eichenlaub","is_ca":false},{"name":"Perrine Ruby","is_ca":false},{"name":"Karim Jerbi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1029838847166876,"gpt":0.3730131932864818,"spread":0.2700293085697942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000335998,0.0003057212,0.000193931,0.0003102021,0.0001169,0.0006731222,0.0003637423,0.0003216116,0.001487678],"category_scores_gemma":[0.002086272,0.000236969,0.0001775671,0.0003785262,0.0002408343,0.0007162297,0.0004592231,0.0007428256,0.0001832149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017611,"about_ca_system_score_gemma":0.0002674071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002428779,"about_ca_topic_score_gemma":0.005762467,"domain_scores_codex":[0.9999347,0.00001568617,0.000003968952,0.00001714734,0.0000117171,0.00001692363],"domain_scores_gemma":[0.9995657,0.000219462,0.00008939827,0.0000426334,0.00004527978,0.00003754775],"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":[0.001855143,0.0004547963,0.2905399,0.0004787567,0.0007213749,0.0005861169,0.001009625,0.0557351,0.1316865,0.02319239,0.006035311,0.487705],"study_design_scores_gemma":[0.00005402082,0.0002842166,0.5511605,0.0001355065,0.0002160057,0.0006576974,0.0004722379,0.3790794,0.0163057,0.04726772,0.004295183,0.00007188912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358222,0.001822929,0.0550915,0.001039734,0.00007179371,0.00002243697,0.001147568,0.0001191307,0.004862661],"genre_scores_gemma":[0.9946719,0.0003609022,0.003259383,0.00004767187,0.00002635557,0.000006320465,0.0003151103,0.00001501114,0.001297296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002428779,"threshold_uncertainty_score":0.004976749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6911556020","doi":"10.5256/f1000research.1962.r1650","title":"Referee report. For: De novo genetic variation revealed in somatic sectors of single Arabidopsis plants [v2; indexed, http://f1000r.es/1ii]","year":2013,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Plant Molecular Biology Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Somatic cell; Genetic variation; Arabidopsis; Variation (astronomy); Inheritance (genetic algorithm); Genome; Allele","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05815957981782882,"gpt":0.3187613603789614,"spread":0.2606017805611325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002344349,0.001046997,0.00137015,0.004255132,0.001816643,0.0009783645,0.002846046,0.002188726,0.4962741],"category_scores_gemma":[0.01417203,0.0005478768,0.001249452,0.002732992,0.0004176013,0.001413488,0.00236899,0.001954742,0.197859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001773652,"about_ca_system_score_gemma":0.001340405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0161759,"about_ca_topic_score_gemma":0.02241055,"domain_scores_codex":[0.9988061,0.0001638019,0.0002036492,0.00020877,0.0004938592,0.0001238674],"domain_scores_gemma":[0.9888189,0.002120261,0.000323876,0.0008201634,0.007112461,0.0008043054],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007340892,0.00004498718,0.0001105038,0.0002655083,0.00001687698,0.0001692322,0.0000357918,0.0000439342,0.002503251,0.0004462072,0.9816327,0.01465764],"study_design_scores_gemma":[0.00009838986,0.00006215475,0.003879276,0.0001139918,0.00004815775,0.0004292129,0.00006705057,0.0001909257,0.002911357,0.002299999,0.9898157,0.00008381761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.003777119,0.01756268,0.03509296,0.1107076,0.4995603,0.002342466,0.1389557,0.01165633,0.180345],"genre_scores_gemma":[0.02147851,0.01039892,0.02288083,0.02653001,0.05199769,0.001873616,0.1174465,0.003659016,0.7437349],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9976556,"threshold_uncertainty_score":0.7185038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735925000","doi":"10.7490/f1000research.1113163.1","title":"Nonnegative matrix factorization clustering for time series cancer progression data","year":2016,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Non-negative matrix factorization; Open peer review; Series (stratigraphy); Cluster analysis; Matrix decomposition; Cancer; Medicine; Plant biology; Mathematics; Computer science; Computational biology; Neuroscience; Physiology; Biology; Artificial intelligence; Internal medicine; Physics; Botany; Eigenvalues and eigenvectors","authors":[{"name":"Abedalrhman Alkhateeb","is_ca":true},{"name":"Iman Rezaeian","is_ca":false},{"name":"Luis Rueda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04700612377575066,"gpt":0.3965617589636696,"spread":0.349555635187919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002780091,0.0008536746,0.0008425697,0.002606812,0.001082866,0.001025637,0.001093763,0.001037757,0.001451385],"category_scores_gemma":[0.008123518,0.0002791125,0.002007234,0.00199403,0.0005234104,0.0007301042,0.0007931545,0.00116295,0.0007061212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246308,"about_ca_system_score_gemma":0.002005419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560317,"about_ca_topic_score_gemma":0.02499547,"domain_scores_codex":[0.9979519,0.0006760776,0.0001620662,0.0006731451,0.0003200513,0.0002168111],"domain_scores_gemma":[0.9973288,0.001161789,0.000422367,0.0004814703,0.0004379629,0.0001675367],"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":[0.001584825,0.001147866,0.05168892,0.0007641932,0.0008114657,0.0006928585,0.0007663754,0.2411149,0.02891079,0.02446843,0.04744544,0.6006039],"study_design_scores_gemma":[0.00003872017,0.000109737,0.0133745,0.00003028713,0.00006741888,0.0003016495,0.000127655,0.9604692,0.002077714,0.01725112,0.006096574,0.00005544061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2606955,0.002027929,0.7200529,0.001674955,0.0003556827,0.0003717887,0.01119511,0.002005153,0.001620996],"genre_scores_gemma":[0.6826725,0.0005679645,0.2883243,0.000164884,0.0002306581,0.000378844,0.02321225,0.0001776617,0.004270977],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01560317,"threshold_uncertainty_score":0.03102469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963676761","doi":"10.7490/f1000research.1115876.1","title":"Toward a standard network model of musical improvisation","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Improvisation; Open peer review; Plant biology; Musical; Neuroscience; Cognitive science; Biology; Physiology; Psychology; Art; Visual arts; Botany","authors":[{"name":"Sarah Faber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09134089018672376,"gpt":0.3644021848077361,"spread":0.2730612946210123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003749066,0.0007181807,0.001075914,0.001650844,0.001719024,0.005248014,0.004904996,0.0027654,0.00874197],"category_scores_gemma":[0.01155716,0.0007788453,0.001224579,0.001642967,0.002927175,0.01274228,0.003928445,0.003741851,0.002231614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002960075,"about_ca_system_score_gemma":0.0024658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006861723,"about_ca_topic_score_gemma":0.007547716,"domain_scores_codex":[0.9974363,0.001024827,0.0001183039,0.0005584786,0.0006211466,0.000240971],"domain_scores_gemma":[0.9938758,0.002207186,0.0003855281,0.001471992,0.001586165,0.0004732701],"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":[0.00003055501,0.00005626533,0.0004189479,0.00002054981,0.00001704459,0.00004098714,0.0001769519,0.06171123,0.0003103274,0.9278958,0.001852383,0.007468857],"study_design_scores_gemma":[0.00000891795,0.00001273809,0.00007020668,0.000008042502,0.000009687927,0.00002315972,0.0000645332,0.5669588,0.0001338618,0.4306366,0.002065605,0.000007849803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01311401,0.00008368608,0.9682423,0.001387541,0.0000905907,0.000067855,0.0001880957,0.0002523662,0.01657353],"genre_scores_gemma":[0.649892,0.000683833,0.3073486,0.0008462227,0.0004504594,0.0005545289,0.0006049204,0.0004753321,0.03914417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00874197,"threshold_uncertainty_score":0.02924484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6929994756","doi":"10.5256/f1000research.19913.r49969","title":"Referee report. For: Burden of health behaviours and socioeconomic position on health care expenditure in Ontario [version 1; peer review: 1 approved, 1 approved with reservations]","year":2019,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Health care; Position (finance); Socioeconomic status; Position paper; Public health","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09993408998274451,"gpt":0.4707684928965966,"spread":0.3708344029138521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004245109,0.0008869133,0.001782377,0.004737743,0.00320455,0.002882451,0.003078793,0.00414373,0.4303241],"category_scores_gemma":[0.0848003,0.0007962161,0.001947032,0.005473314,0.0007718421,0.00185324,0.002666834,0.002707216,0.1232162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01104495,"about_ca_system_score_gemma":0.01902311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6483443,"about_ca_topic_score_gemma":0.7012492,"domain_scores_codex":[0.9958301,0.000344566,0.0006369644,0.0003218701,0.002321958,0.0005444069],"domain_scores_gemma":[0.8941193,0.01262269,0.002382942,0.002850425,0.08445008,0.003574511],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005079447,0.00000294315,0.0001043861,0.00004178983,0.000002050938,0.000008989306,0.00001719001,0.000003712955,0.000008036995,0.00004541324,0.9988216,0.0009389333],"study_design_scores_gemma":[0.0002946115,0.00003835474,0.0336576,0.001018943,0.00006307047,0.0001371723,0.0009622039,0.0002079603,0.0002104933,0.0009023523,0.9623762,0.0001310841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.00169875,0.002437393,0.001011812,0.2809664,0.1514989,0.004788947,0.4717238,0.003054765,0.08281924],"genre_scores_gemma":[0.01505734,0.003204264,0.003166879,0.0942407,0.03115446,0.008152349,0.1240989,0.001911988,0.719013],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9957549,"threshold_uncertainty_score":0.8125735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416597815","doi":"10.5256/f1000research.11821.d168039","title":"Anthropometric and biochemical data for athletes and controls.","year":2017,"lang":"en","type":"dataset","venue":"Faculty of 1000 Research Ltd","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Athletes; Anthropometry; Physical activity; Physical exercise; Obesity","authors":[{"name":"Emma Eklund","is_ca":false},{"name":"Eleftherios P. Diamandis","is_ca":true},{"name":"Carla Muytjens","is_ca":true},{"name":"Sarah Wheeler","is_ca":false},{"name":"Anu Mathew","is_ca":false},{"name":"Martin Stengelin","is_ca":false},{"name":"Eli N. Glezer","is_ca":false},{"name":"Galina N. Nikolenko","is_ca":false},{"name":"Marshall Brown","is_ca":false},{"name":"Yingye Zheng","is_ca":false},{"name":"Angelica Lindén Hirschberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1561424086284484,"gpt":0.4713356878890968,"spread":0.3151932792606484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001094034,0.001935046,0.001747733,0.002063727,0.0004588136,0.001384566,0.002087558,0.002065513,0.02962815],"category_scores_gemma":[0.007913743,0.0004932604,0.001131872,0.003629904,0.0002870683,0.0005947917,0.001226533,0.001430871,0.03546775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00073459,"about_ca_system_score_gemma":0.001856514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01842126,"about_ca_topic_score_gemma":0.02594697,"domain_scores_codex":[0.9989544,0.0001484955,0.0001642649,0.0003993535,0.0001953328,0.0001381808],"domain_scores_gemma":[0.9975737,0.0006013368,0.0004214912,0.0005323018,0.0006079687,0.0002633457],"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":[0.0006156045,0.00007763575,0.01058614,0.0009904247,0.0001657106,0.00008130208,0.00002524814,0.0003055719,0.0001893291,0.0002972083,0.9808906,0.005775163],"study_design_scores_gemma":[0.001608664,0.0001534985,0.08167268,0.001729451,0.000425334,0.0005823753,0.0002106902,0.001186316,0.000976047,0.002334039,0.9090185,0.0001024906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009633607,0.0001732994,0.0001053009,0.00006708491,0.00004436377,0.00001406859,0.997969,0.000124745,0.0005388266],"genre_scores_gemma":[0.002007426,0.000106529,0.0001937589,0.00006285548,0.00001933213,0.00009949682,0.996676,0.0000341146,0.0008004796],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02962815,"threshold_uncertainty_score":0.09911609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738012634","doi":"10.7490/f1000research.1112918.1","title":"Survival prediction using microarray data – A topic modeling approach","year":2016,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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":"Open peer review; Plant biology; Microarray analysis techniques; Computational biology; Computer science; Medicine; Data science; Bioinformatics; Biology; Gene expression; Gene","authors":[{"name":"Luke Kumar","is_ca":true},{"name":"Russell Greiner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.178245223307122,"gpt":0.4009661126890185,"spread":0.2227208893818965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007424187,0.001379197,0.002523016,0.002949543,0.0007882869,0.00167121,0.002326197,0.002502852,0.002050115],"category_scores_gemma":[0.0109053,0.0008163548,0.003491815,0.002641262,0.0006008802,0.001756536,0.00116745,0.002344886,0.001090178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007057479,"about_ca_system_score_gemma":0.0008033594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003956779,"about_ca_topic_score_gemma":0.004888905,"domain_scores_codex":[0.9975013,0.001293184,0.0001778228,0.000603663,0.0002289316,0.0001952044],"domain_scores_gemma":[0.9799912,0.01824046,0.0004943442,0.0005498901,0.0005406966,0.0001834258],"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":[0.001228255,0.000758168,0.03672976,0.0005801166,0.001652154,0.0005035663,0.0008215588,0.6692693,0.005626449,0.01920212,0.01195281,0.2516757],"study_design_scores_gemma":[0.00001835348,0.00004705508,0.0016059,0.00001417048,0.000104884,0.00004708754,0.00003260844,0.9886785,0.0003228509,0.008548961,0.000564905,0.0000147084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1327474,0.002693506,0.8570583,0.00219581,0.0002536612,0.0001989979,0.002484424,0.001240161,0.001127778],"genre_scores_gemma":[0.8776252,0.00209469,0.1053717,0.0004587898,0.001308968,0.0008326154,0.006553023,0.0002360982,0.005518975],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007424187,"threshold_uncertainty_score":0.03926337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6911526277","doi":"10.5256/f1000research.22365.r56738","title":"Referee report. For: Pathfinder: open source software for analyzing spatial navigation search strategies [version 1; peer review: 1 approved]","year":2019,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Software; Open source; Open source software; Navigation system; Field (mathematics); Spatial analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06889016188278226,"gpt":0.3814629997386534,"spread":0.3125728378558711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006378501,0.001157822,0.001512442,0.005453003,0.003456163,0.003589084,0.002342149,0.004437077,0.6506544],"category_scores_gemma":[0.1053883,0.0006759563,0.001384135,0.005287445,0.0009110607,0.003509375,0.004012019,0.003421364,0.3241057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003206939,"about_ca_system_score_gemma":0.005234227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0477449,"about_ca_topic_score_gemma":0.06899738,"domain_scores_codex":[0.9952471,0.0007428621,0.0005047653,0.0005547958,0.002663966,0.0002865514],"domain_scores_gemma":[0.8625467,0.0192224,0.001856906,0.006580445,0.1067864,0.003007067],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009821464,0.000006891461,0.00004326839,0.00004906566,0.000002926088,0.00003164457,0.00004400257,0.00001285161,0.00009042985,0.0002355754,0.9957157,0.003757814],"study_design_scores_gemma":[0.0000497367,0.00001619586,0.001231055,0.0001901959,0.0000193531,0.0001327806,0.0003555189,0.000219889,0.0004776101,0.001617823,0.9956278,0.00006212702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001823635,0.00374499,0.01834812,0.2726107,0.3988629,0.002037303,0.1286492,0.01355175,0.1603713],"genre_scores_gemma":[0.01540182,0.003238045,0.01054075,0.04186309,0.0338686,0.001930099,0.0362356,0.006586174,0.8503359],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9936215,"threshold_uncertainty_score":0.4982991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6939989376","doi":"10.7490/f1000research.1120129.1","title":"Schema-driven framework for data submission, integration, and dissemination in the Pan-Canadian Genome Library","year":2025,"lang":"en","type":"other","venue":"Faculty of 1000 Research Ltd","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Genome; Human genome; Genomics; ENCODE; Information system","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05442708048475958,"gpt":0.3543130154388793,"spread":0.2998859349541197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01925565,0.002165352,0.001958619,0.007408366,0.003711666,0.0146436,0.007118975,0.002373866,0.02712133],"category_scores_gemma":[0.03465385,0.002690464,0.003067029,0.0113791,0.001967346,0.006305963,0.009006309,0.004148306,0.02097527],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01223425,"about_ca_system_score_gemma":0.03596543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4363575,"about_ca_topic_score_gemma":0.4867763,"domain_scores_codex":[0.9903134,0.001689889,0.001506989,0.001843534,0.003801882,0.0008444227],"domain_scores_gemma":[0.9738699,0.005374135,0.0008771358,0.0078518,0.009541311,0.002485816],"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":[0.002229038,0.0003510916,0.008366629,0.002435708,0.0008542013,0.001174513,0.003986399,0.01626886,0.03049688,0.08978288,0.6249629,0.2190908],"study_design_scores_gemma":[0.000295983,0.00006832376,0.003959944,0.0005718352,0.0002013927,0.0003626996,0.0009622059,0.06977373,0.03023797,0.02734077,0.865803,0.0004220997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003096339,0.0005448391,0.5533819,0.002607946,0.0003076088,0.001958439,0.1134757,0.3056037,0.0190236],"genre_scores_gemma":[0.03233796,0.001009853,0.6121868,0.001578178,0.00009200306,0.001841509,0.2955629,0.03646812,0.01892275],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9877657,"threshold_uncertainty_score":0.8676353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966612705","doi":"10.7490/f1000research.1115920.1","title":"Deep Convolutional Architecture with discriminative feature visualization for analysis of EEG data","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Open peer review; Discriminative model; Plant biology; Convolutional neural network; Feature (linguistics); Computer science; Architecture; Electroencephalography; Neuroscience; Visualization; Artificial intelligence; Pattern recognition (psychology); Computational biology; Psychology; Biology; Geography","authors":[{"name":"Arna Ghosh","is_ca":true},{"name":"Fabien Dal Maso","is_ca":false},{"name":"Georgios D. Mitsis","is_ca":false},{"name":"Marie‐Hélène Boudrias","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1130972691530765,"gpt":0.4304779669438746,"spread":0.3173806977907981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002664349,0.0005978944,0.0002518667,0.0004119423,0.0001603229,0.0003402477,0.0004687919,0.0002661542,0.002588548],"category_scores_gemma":[0.0007268047,0.0002153823,0.0003867611,0.0006220108,0.000142272,0.0003290896,0.000534057,0.0006789464,0.0006305679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362856,"about_ca_system_score_gemma":0.0006653449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008808965,"about_ca_topic_score_gemma":0.01372799,"domain_scores_codex":[0.9999151,0.00001526932,0.000005025229,0.00002521088,0.00002101624,0.00001845343],"domain_scores_gemma":[0.9998373,0.000057511,0.00001436154,0.00003195485,0.0000461009,0.00001275646],"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":[0.0003683617,0.000162695,0.002032075,0.0001265355,0.0000914382,0.0001324927,0.00009288637,0.07891051,0.123234,0.005176235,0.01123852,0.7784343],"study_design_scores_gemma":[0.000007720224,0.00003581649,0.002108322,0.000009596006,0.00002181561,0.00004316719,0.00001080862,0.9716381,0.02125219,0.002630812,0.002232389,0.000009254503],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07761253,0.0008051955,0.9141381,0.0003107965,0.00009542461,0.00003352845,0.0009234686,0.004555155,0.001525808],"genre_scores_gemma":[0.7085345,0.0006043165,0.2817492,0.00008857838,0.00005765961,0.00007573359,0.002083761,0.0002571177,0.00654914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008808965,"threshold_uncertainty_score":0.01751542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3161162371","doi":"10.7490/f1000research.1117638.1","title":"Personalized and graph genomes reveal missing signal in epigenomic data","year":2019,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University and Génome Québec Innovation Centre; McGill University","funders":"","keywords":"Genome; Epigenomics; Reference genome; 1000 Genomes Project; Biology; Indel; Computational biology; Genetics; Human genome; Genomics; Gene; DNA methylation; Single-nucleotide polymorphism","authors":[{"name":"Cristian Groza","is_ca":true},{"name":"Tony Kwan","is_ca":true},{"name":"Nicole Soranzo","is_ca":false},{"name":"Tomi Pastinen","is_ca":true},{"name":"Guillaume Bourque","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06028830714823331,"gpt":0.3542101262783046,"spread":0.2939218191300713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173532,0.0003544555,0.0004387448,0.001574941,0.0002709396,0.0007213287,0.0004068164,0.0009215025,0.002172771],"category_scores_gemma":[0.005917736,0.0002982907,0.0005084746,0.001998526,0.0003394904,0.0008062081,0.000725014,0.0006289581,0.0004430812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003735251,"about_ca_system_score_gemma":0.0002304606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000855156,"about_ca_topic_score_gemma":0.001940964,"domain_scores_codex":[0.9988349,0.0002903687,0.0000632512,0.0004432664,0.0002652826,0.0001030028],"domain_scores_gemma":[0.9955757,0.002664909,0.0006739565,0.0007375322,0.0002320507,0.0001159288],"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":[0.003231448,0.0001809446,0.2486212,0.001257818,0.001399267,0.001261426,0.0008495738,0.03557296,0.5705872,0.009320879,0.005185751,0.1225315],"study_design_scores_gemma":[0.0001091891,0.0005760785,0.5633849,0.0001083165,0.0008736624,0.003789292,0.0006021531,0.1785302,0.1874035,0.02762752,0.03680483,0.0001903802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707388,0.0007850276,0.1100908,0.0002285382,0.00005860347,0.0000488894,0.0144372,0.002035415,0.001576633],"genre_scores_gemma":[0.8645258,0.0002825534,0.1082279,0.0002508817,0.00003222407,0.00007176546,0.0252676,0.0004571531,0.0008840669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002172771,"threshold_uncertainty_score":0.007268608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416597841","doi":"10.5256/f1000research.9022.d126032","title":"Raw ddPCR data from application of the ddPCR assay against BRAF-V600 mutations","year":2016,"lang":"en","type":"dataset","venue":"Faculty of 1000 Research Ltd","topic":"","field":"","cited_by":0,"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; Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Mutation; Digital polymerase chain reaction; Identification (biology); Raw data","authors":[{"name":"Dean Attali","is_ca":true},{"name":"Roza Bidshahri","is_ca":true},{"name":"Charles A. Haynes","is_ca":true},{"name":"Jennifer Bryan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1086100269373617,"gpt":0.4216461642892119,"spread":0.3130361373518502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002284457,0.002801205,0.002195837,0.003319584,0.0008370071,0.002283367,0.002855453,0.002697107,0.05247279],"category_scores_gemma":[0.01122007,0.001043039,0.002006694,0.003717635,0.0005250428,0.001070113,0.001512431,0.001838206,0.07385364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280666,"about_ca_system_score_gemma":0.00286969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016423,"about_ca_topic_score_gemma":0.01868802,"domain_scores_codex":[0.9974752,0.0003380248,0.0003876763,0.0008908828,0.0006277796,0.0002804272],"domain_scores_gemma":[0.9953337,0.001739858,0.0004783653,0.001259015,0.0009583283,0.0002306174],"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":[0.0005709825,0.00008281883,0.004700162,0.002696245,0.0001675426,0.0000728352,0.00004164909,0.001061663,0.001578183,0.0004231249,0.9795686,0.009036195],"study_design_scores_gemma":[0.0007499598,0.00009394298,0.01176538,0.0006257633,0.0002117553,0.0001927916,0.00006153093,0.001011642,0.003360224,0.002108514,0.9797384,0.00008012344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002864565,0.0001086941,0.0001988439,0.00004302923,0.00003241327,0.00002131528,0.9981754,0.0006677419,0.0004661665],"genre_scores_gemma":[0.0006512175,0.00006707843,0.0005696957,0.00005681293,0.000007834642,0.0001023504,0.997863,0.0001336938,0.0005483775],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05247279,"threshold_uncertainty_score":0.175539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2923837225","doi":"10.7490/f1000research.1115889.1","title":"Vertebral labeling on MRI using deep learning techniques","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Open peer review; Plant biology; Neuroscience; Medicine; Physiology; Biology","authors":[{"name":"Francisco Romero","is_ca":true},{"name":"Jean‐Pierre David","is_ca":false},{"name":"Julien Cohen‐Adad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04702764247100758,"gpt":0.3726521295741291,"spread":0.3256244871031215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004324554,0.0007471748,0.0007439216,0.001536505,0.0003989571,0.00156661,0.001054644,0.001909126,0.003861092],"category_scores_gemma":[0.001492692,0.0007451369,0.0007397323,0.001243584,0.0003969843,0.0009319733,0.001005813,0.001434758,0.002263112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006103041,"about_ca_system_score_gemma":0.001254072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008151128,"about_ca_topic_score_gemma":0.01817788,"domain_scores_codex":[0.9998009,0.00003186067,0.00001178293,0.00005695182,0.00006195442,0.00003653578],"domain_scores_gemma":[0.9994603,0.0001784313,0.00007054608,0.0001132694,0.0001354392,0.00004205009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003036933,0.0001193027,0.002597831,0.000339026,0.00009429499,0.0003209604,0.0001229849,0.1601724,0.04164278,0.01139532,0.01296818,0.7699232],"study_design_scores_gemma":[0.00001006443,0.00003821013,0.0006279578,0.00004981526,0.00002635728,0.0002014144,0.00003089909,0.9715971,0.01189859,0.01146189,0.004039277,0.00001843615],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02532393,0.0006395053,0.9672092,0.0004836838,0.00008414115,0.00006684051,0.000538445,0.00261528,0.003039061],"genre_scores_gemma":[0.3216729,0.001547185,0.658922,0.0004620612,0.0002099496,0.0001342591,0.001903813,0.0009052139,0.01424274],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008151128,"threshold_uncertainty_score":0.01620734,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891300676","doi":"10.7490/f1000research.1115395.1","title":"Tigmint: correct assembly errors using linked reads from large molecules","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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; Canada's Michael Smith Genome Sciences Centre; Genome British Columbia","funders":"","keywords":"Sequence assembly; Genome; Computational biology; Contig; Hybrid genome assembly; Reference genome; Whole genome sequencing; Sequence (biology); Genomics; Open peer review; Biology; DNA sequencing; Genetics; Computer science; Plant biology; Gene","authors":[{"name":"Shaun D. Jackman","is_ca":true},{"name":"Lauren Coombe","is_ca":true},{"name":"Justin Chu","is_ca":true},{"name":"René L. Warren","is_ca":true},{"name":"Benjamin P. Vandervalk","is_ca":true},{"name":"Sarah Yeo","is_ca":true},{"name":"Zhuyi Xue","is_ca":true},{"name":"Hamid Mohamadi","is_ca":true},{"name":"Jöerg Bohlmann","is_ca":true},{"name":"Steven J.M. Jones","is_ca":true},{"name":"İnanç Birol","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06071204086760179,"gpt":0.3737098187148017,"spread":0.3129977778471999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01033618,0.004007051,0.001862782,0.003281273,0.001796886,0.003520973,0.004727559,0.002829402,0.01086872],"category_scores_gemma":[0.02810865,0.002174166,0.002984792,0.002490583,0.001155591,0.002751601,0.004967357,0.006129741,0.008514454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009942704,"about_ca_system_score_gemma":0.00174069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277477,"about_ca_topic_score_gemma":0.002239212,"domain_scores_codex":[0.9940063,0.001282644,0.0008743055,0.001225911,0.00220632,0.0004045142],"domain_scores_gemma":[0.9874107,0.006417178,0.002092282,0.002473591,0.001306038,0.0003001484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002732701,0.0004392742,0.01453753,0.005965811,0.001324655,0.002839869,0.00433384,0.02126794,0.2504572,0.01217851,0.1583904,0.5255322],"study_design_scores_gemma":[0.0004908671,0.0006650574,0.006897683,0.001075252,0.0003541082,0.002375147,0.0005131858,0.1282664,0.628755,0.01374856,0.2161568,0.0007018882],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01775416,0.000761878,0.6596689,0.0003656701,0.0007853968,0.0003666576,0.003766315,0.3145387,0.001992396],"genre_scores_gemma":[0.05210461,0.0004585351,0.8922557,0.0007398205,0.0001327486,0.0009118195,0.009321367,0.04090734,0.003168049],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01086872,"threshold_uncertainty_score":0.0546636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6911349344","doi":"10.5256/f1000research.78661.r115400","title":"Referee report. For: Does COVID-19 infection change the need for future surgical interventions? An exploratory analysis. [version 1; peer review: 2 approved]","year":2022,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Schulich School of Medicine and Dentistry; Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario; Lawson Health Research Institute","keywords":"Exploratory research; MEDLINE; Disease; Infection control","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2910219363637835,"gpt":0.5236487799541493,"spread":0.2326268435903657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01156706,0.001028556,0.001624353,0.003926875,0.004108907,0.003065887,0.002535747,0.005867555,0.426652],"category_scores_gemma":[0.3092736,0.0005562619,0.002165174,0.003637571,0.001076221,0.003175815,0.003484027,0.004593486,0.1217751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005152286,"about_ca_system_score_gemma":0.009779021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06419841,"about_ca_topic_score_gemma":0.07003468,"domain_scores_codex":[0.9902096,0.002225328,0.001469494,0.0008908196,0.004523986,0.0006808515],"domain_scores_gemma":[0.7236776,0.0922139,0.007859507,0.006980054,0.164306,0.004962855],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001418993,0.00000615696,0.0001099604,0.0001380889,0.000005163817,0.0000292996,0.00006028131,0.000007558024,0.00001664051,0.000154393,0.9972813,0.002176901],"study_design_scores_gemma":[0.0002967272,0.00006697205,0.009068805,0.002505956,0.0001025558,0.0004288887,0.002583112,0.0002663597,0.0003700663,0.003839822,0.9802931,0.0001776263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001474222,0.002756863,0.003250504,0.6095505,0.2055451,0.004066317,0.1209924,0.003198634,0.04916562],"genre_scores_gemma":[0.0274034,0.004911131,0.008388492,0.5149326,0.05725354,0.01422838,0.03722771,0.003516638,0.3321382],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9884329,"threshold_uncertainty_score":0.8178114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416824250","doi":"10.21956/mep.20151.r31130","title":"Referee report. For: A Visiting Professorship in Undergraduate Medical Education at the University of Alberta: Reflections on possibilities for medical humanities in China, and elsewhere [version 1; peer review: awaiting peer review]","year":2020,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medical humanities; Peer review; Medical school; Undergraduate education; Higher education","authors":[{"name":"Ken Masters","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1209700769136893,"gpt":0.4501498571255198,"spread":0.3291797802118305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00800814,0.001541158,0.002245756,0.003559044,0.007870553,0.005373427,0.004526583,0.01986567,0.2100302],"category_scores_gemma":[0.1265313,0.0007870635,0.002061768,0.003912543,0.001782694,0.003840996,0.003982055,0.01446267,0.1052008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01069457,"about_ca_system_score_gemma":0.01159574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1238933,"about_ca_topic_score_gemma":0.170917,"domain_scores_codex":[0.99124,0.001252485,0.00118664,0.0009446297,0.004565636,0.000810649],"domain_scores_gemma":[0.8600425,0.03650931,0.002869796,0.003910813,0.09221917,0.00444855],"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":[0.000006285539,0.000003821851,0.00003180337,0.00005813675,0.00000266393,0.00008481829,0.00007168819,0.000005593764,0.00004182312,0.0003268077,0.9979753,0.001391229],"study_design_scores_gemma":[0.00003580152,0.00001417592,0.002037839,0.0003256921,0.0000255121,0.0002730212,0.0009828402,0.000101401,0.0001905997,0.001394185,0.9945268,0.00009206555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003201471,0.003681802,0.0006955616,0.6696844,0.2893918,0.0004893857,0.004284199,0.0008576647,0.03059519],"genre_scores_gemma":[0.009460813,0.004357115,0.001729469,0.4929247,0.0965865,0.001320338,0.002017631,0.0007846799,0.3908189],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2100302,"threshold_uncertainty_score":0.7026212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416824814","doi":"10.21956/mep.20620.r36182","title":"Referee report. For: Exploring residents’ perceptions of competency-based medical education across Canada: A national survey study [version 1; peer review: 2 approved, 1 approved with reservations]","year":2024,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perception; Survey research; Peer review; Survey data collection; Affect (linguistics); MEDLINE","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1553711043457039,"gpt":0.4707086723563254,"spread":0.3153375680106215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0101126,0.001126931,0.002082335,0.00394595,0.007470119,0.003182766,0.004280929,0.006625249,0.2381168],"category_scores_gemma":[0.1705715,0.0008231606,0.001454262,0.004218531,0.001328885,0.002599167,0.003272063,0.005575112,0.09052333],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008802925,"about_ca_system_score_gemma":0.01756487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3189644,"about_ca_topic_score_gemma":0.3227315,"domain_scores_codex":[0.9924666,0.001551878,0.001176265,0.0006148918,0.003445588,0.0007447936],"domain_scores_gemma":[0.7338721,0.0604886,0.004561449,0.004724424,0.1868537,0.009499862],"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":[0.00001061718,0.00001423964,0.0001986315,0.00006435801,0.000002440278,0.00002534166,0.00008874825,0.000005885101,0.0000284098,0.00005715288,0.997718,0.001786264],"study_design_scores_gemma":[0.0003062608,0.0001207749,0.02961756,0.001221264,0.00006465792,0.00033056,0.007432542,0.0004812038,0.0005660657,0.001241737,0.9583074,0.0003099933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003245717,0.00208615,0.001806241,0.6419676,0.2393234,0.005836455,0.06633292,0.003875192,0.03552638],"genre_scores_gemma":[0.02934154,0.003542294,0.00623808,0.465052,0.0411457,0.02131741,0.02154534,0.001576837,0.4102408],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.991197,"threshold_uncertainty_score":0.7965801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416825992","doi":"10.21956/mep.19559.r29001","title":"Referee report. For: Online Profile of Canadian Diagnostic Radiology Residents: Do Residents Alter Their Profile When Applying for Fellowships? [version 1; peer review: awaiting peer review]","year":2018,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Peer-to-peer; Peer review; Peer group; The Internet","authors":[{"name":"David Bruce","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1311784454357921,"gpt":0.4382835425859093,"spread":0.3071050971501172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004014972,0.0009694595,0.00172504,0.001991662,0.00382189,0.002651898,0.002991148,0.01465435,0.2783261],"category_scores_gemma":[0.129809,0.0005021876,0.001490782,0.00137586,0.0009762439,0.001938679,0.002638593,0.006844549,0.1137853],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005226563,"about_ca_system_score_gemma":0.007088638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05935168,"about_ca_topic_score_gemma":0.07295433,"domain_scores_codex":[0.9953691,0.00062334,0.0008319835,0.0005351579,0.002082381,0.0005578995],"domain_scores_gemma":[0.8896363,0.03054271,0.003009303,0.00239618,0.06891524,0.005500397],"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":[0.00001248888,0.000008387387,0.00008668578,0.00003967387,0.000002223776,0.0001508057,0.00002350099,0.000004639011,0.00002329556,0.00007873869,0.9975352,0.002034262],"study_design_scores_gemma":[0.0001414077,0.00006919036,0.005463687,0.0006965383,0.00003037907,0.001483576,0.00127948,0.0002318112,0.0003158883,0.001828857,0.9883134,0.0001457308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000984473,0.001309174,0.00075866,0.6989268,0.2573657,0.001281643,0.01111379,0.001504749,0.02675511],"genre_scores_gemma":[0.01383193,0.002303016,0.002111978,0.6469064,0.09330402,0.002688264,0.00486793,0.0006864922,0.2333001],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9947734,"threshold_uncertainty_score":0.9310935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416597804","doi":"10.5256/f1000research.9323.d131910","title":"PCD- Post Study Feedback questionnaire to physicians","year":2016,"lang":"en","type":"dataset","venue":"Faculty of 1000 Research Ltd","topic":"","field":"","cited_by":0,"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":"Control (management); MEDLINE; Work (physics); Public health","authors":[{"name":"Israel Amirav","is_ca":true},{"name":"Mary Roduta Roberts","is_ca":true},{"name":"Huda Mussaffi","is_ca":false},{"name":"Avigdor Mandelberg","is_ca":false},{"name":"Yehudah Roth","is_ca":false},{"name":"Revital Abitbul","is_ca":false},{"name":"Anthony Luder","is_ca":false},{"name":"Hannah Blau","is_ca":false},{"name":"Soliman Alkrinawi","is_ca":false},{"name":"Micha Aviram","is_ca":false},{"name":"Marta Ben-Ami","is_ca":false},{"name":"Moshe Rotschild","is_ca":false},{"name":"Lea Bentur","is_ca":false},{"name":"David Shoseyov","is_ca":false},{"name":"Malena Cohen‐Cymberknoh","is_ca":false},{"name":"Eitan Kerem","is_ca":false},{"name":"Avraham Avital","is_ca":false},{"name":"Chaim Springer","is_ca":false},{"name":"Avigdor Hevroni","is_ca":false},{"name":"Husein Dabbah","is_ca":false},{"name":"Arnon Elizur","is_ca":false},{"name":"Elie Picard","is_ca":false},{"name":"Shmuel Goldberg","is_ca":false},{"name":"Joseph Rivlin","is_ca":false},{"name":"Galit Livnat","is_ca":false},{"name":"Moran Lavie","is_ca":false},{"name":"Nael Alias","is_ca":false},{"name":"Ruth Soferman","is_ca":false},{"name":"Heike Olbrich","is_ca":false},{"name":"Johanna Raidt","is_ca":false},{"name":"Julia Wallmeier","is_ca":false},{"name":"Claudius Werner","is_ca":false},{"name":"Niki T. Loges","is_ca":false},{"name":"Heymut Omran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05332343204476773,"gpt":0.4094538901963891,"spread":0.3561304581516214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003722959,0.001692655,0.001173095,0.00308822,0.0007202942,0.001982746,0.001593588,0.002445312,0.09712903],"category_scores_gemma":[0.03507067,0.0006824099,0.001087551,0.002937393,0.0004549816,0.001068727,0.002030336,0.001474167,0.08202599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001939213,"about_ca_system_score_gemma":0.003755413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02155596,"about_ca_topic_score_gemma":0.03888761,"domain_scores_codex":[0.9964253,0.0008235735,0.000800439,0.0007951315,0.000743661,0.0004117746],"domain_scores_gemma":[0.9757746,0.007384952,0.00367791,0.003688806,0.007367864,0.002105833],"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":[0.0005385623,0.000103227,0.008904385,0.0004345967,0.00004708351,0.00002489266,0.00003927962,0.0001468756,0.00009189933,0.0001008304,0.9848676,0.004700725],"study_design_scores_gemma":[0.003006423,0.0003480188,0.1405974,0.001093135,0.0001752375,0.0001938155,0.0004361868,0.0009975539,0.00112384,0.0008689993,0.8510663,0.00009311988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001594175,0.00007075233,0.0001135501,0.0002438095,0.00007854638,0.0001223218,0.9963114,0.0002084912,0.001256982],"genre_scores_gemma":[0.004947352,0.00007861212,0.0003775768,0.0002917571,0.00007188664,0.0008919363,0.9872328,0.0001012102,0.006006895],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09712903,"threshold_uncertainty_score":0.324929,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416823486","doi":"10.21956/mep.22689.r43978","title":"Referee report. For: Perceptions of interprofessional collaboration among University of Montreal’s pediatric residents rotating through the Pediatric Intensive Care Unit: Mixed-method analysis of the current situation and recommendations for future innovative teaching-learning activities [version 1; peer review: 1 not approved]","year":2025,"lang":"","type":"peer-review","venue":"Faculty of 1000 Research Ltd","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Intensive care; Perception; Current (fluid); MEDLINE; Pediatric hospital","authors":[{"name":"Magnus Hultin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05835095125955125,"gpt":0.441992988046437,"spread":0.3836420367868857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008743099,0.001312997,0.002215807,0.004773763,0.006224197,0.003329277,0.004466635,0.008343834,0.3525331],"category_scores_gemma":[0.2124791,0.0007389241,0.00191303,0.004486465,0.001222718,0.00313706,0.004333269,0.005773846,0.1046353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008833496,"about_ca_system_score_gemma":0.01524684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1699262,"about_ca_topic_score_gemma":0.1804733,"domain_scores_codex":[0.9911292,0.001599319,0.001333472,0.0007377068,0.004288945,0.0009114034],"domain_scores_gemma":[0.6740897,0.07372899,0.005449613,0.005297034,0.2335541,0.007880501],"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":[0.00000963752,0.00001150823,0.0001067382,0.0001152084,0.000002931165,0.00004020032,0.00008874787,0.000005507195,0.00002664633,0.00007212255,0.9973238,0.00219696],"study_design_scores_gemma":[0.0002748512,0.00009362256,0.01922047,0.00221712,0.00007665278,0.0004168209,0.00633141,0.0003188005,0.0004808472,0.001532413,0.9687918,0.0002451979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001429479,0.002538652,0.001277634,0.5547138,0.3622779,0.003919364,0.03881316,0.00207798,0.03295207],"genre_scores_gemma":[0.02870759,0.006310171,0.006251944,0.3880315,0.07415862,0.02090542,0.01878893,0.001621759,0.455224],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3525331,"threshold_uncertainty_score":0.9235329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416823668","doi":"10.21956/mep.20023.r30561","title":"Referee report. For: Health Professions' Educators' Adaptation to Rapidly Changing Circumstances: The Ottawa 2020 Conference Experience [version 1; peer review: awaiting peer review]","year":2020,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Peer review; Peer-to-peer; Public health; Health care","authors":[{"name":"Felix Silwimba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.209939039989006,"gpt":0.5295302166094187,"spread":0.3195911766204127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009650085,0.001562264,0.002205116,0.004137994,0.00902062,0.006978055,0.005153804,0.02031785,0.4587884],"category_scores_gemma":[0.1379035,0.0009478361,0.002234047,0.004545266,0.001888351,0.004085083,0.005185325,0.01123906,0.2333942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01362694,"about_ca_system_score_gemma":0.02250549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2284595,"about_ca_topic_score_gemma":0.3354395,"domain_scores_codex":[0.9884678,0.001423011,0.001391396,0.0009655795,0.006429628,0.001322553],"domain_scores_gemma":[0.8259736,0.0394104,0.003543493,0.003904332,0.11948,0.007688226],"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":[0.000003442094,0.000002872732,0.00001664373,0.00004463852,9.414667e-7,0.0000233332,0.00002281022,0.000001946915,0.00001326449,0.00006786778,0.9989506,0.0008515488],"study_design_scores_gemma":[0.0000508749,0.00001575308,0.002251952,0.0004148037,0.00002146325,0.0001159112,0.001099186,0.00005388229,0.0001174252,0.0004537441,0.9953265,0.00007857994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003239861,0.003146508,0.0006912508,0.5464484,0.3697699,0.001657723,0.01632679,0.002220033,0.0594154],"genre_scores_gemma":[0.004945029,0.003142223,0.001461082,0.2539608,0.05102972,0.003030546,0.005375663,0.001175124,0.6758797],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4587884,"threshold_uncertainty_score":0.7719726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772168479","doi":"10.7490/f1000research.1115007.1","title":"The effects of habitat fragmentation on hummingbird mediated pollen flow","year":2017,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Hummingbird; Open peer review; Fragmentation (computing); Plant biology; Pollen; Habitat fragmentation; Biology; Ecology; Habitat; Neuroscience; Botany","authors":[{"name":"Felipe Pascual Torres","is_ca":true},{"name":"Chih H. Wang","is_ca":false},{"name":"Adam S. Hadley","is_ca":false},{"name":"Helene H. Wagner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07325230982636495,"gpt":0.3381341081023381,"spread":0.2648817982759732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003323326,0.0001944273,0.0002287801,0.00028971,0.0003693126,0.0005971236,0.0003401295,0.0003767255,0.003875794],"category_scores_gemma":[0.001184866,0.0001898287,0.0002057667,0.0001357696,0.0005223294,0.000387449,0.0005959115,0.0004167473,0.0001902391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005148666,"about_ca_system_score_gemma":0.0002541642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00473545,"about_ca_topic_score_gemma":0.01324465,"domain_scores_codex":[0.9998498,0.00005511466,0.00000470972,0.00003590575,0.00001447748,0.00003995572],"domain_scores_gemma":[0.9990031,0.0004202391,0.0001593664,0.00006461647,0.00004863646,0.0003041406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005355484,0.0004539524,0.8521595,0.0001165815,0.00062649,0.0004634412,0.0007359298,0.002545739,0.1122309,0.000573698,0.0006363526,0.02410202],"study_design_scores_gemma":[0.00001214496,0.00009735301,0.9984664,0.000002456284,0.0000263748,0.00003643615,0.00009125622,0.0005034198,0.0006128193,0.00005448431,0.00009421328,0.000002653301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996572,0.00004423387,0.0000293246,0.00001320974,0.000001542832,7.164544e-7,0.00002532692,0.00000123258,0.0002272044],"genre_scores_gemma":[0.999666,0.00001948983,0.00004857349,0.00001609973,0.000002917549,0.000002080443,0.00003172996,0.00000205837,0.0002112099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00473545,"threshold_uncertainty_score":0.0129658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}