{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":43,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":43,"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":"0689ecad3eb8","filters":{"venue":"Discover Oncology"}},"results":[{"id":"W3210508637","doi":"10.1007/s12672-021-00439-0","title":"The gold complex auranofin: new perspectives for cancer therapy","year":2021,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Nanocluster Synthesis and Applications","field":"Materials Science","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University","funders":"Canada Foundation for Innovation; McGill University; Rivkin Center for Ovarian Cancer","keywords":"Auranofin; Cancer therapy; Medicine; Cancer; Oncology; Intensive care medicine; Internal medicine","authors":[{"name":"Farah H. Abdalbari","is_ca":true},{"name":"Carlos M. Telleria","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1648164070482779,"gpt":0.4463754486194647,"spread":0.2815590415711868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002784817,0.0004141736,0.0004578699,0.0003822653,0.0002369586,0.0006511093,0.0004505917,0.001022507,0.002594864],"category_scores_gemma":[0.0001747163,0.0001649166,0.0002389494,0.0002569888,0.0005032377,0.001048526,0.0005950947,0.001496834,0.0008963536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000751966,"about_ca_system_score_gemma":0.0003144901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005494446,"about_ca_topic_score_gemma":0.001047039,"domain_scores_codex":[0.9998797,0.00002667382,0.000004318044,0.00003136943,0.00003323012,0.00002464949],"domain_scores_gemma":[0.999952,0.00001194238,0.000008393768,0.000003986319,0.00001118244,0.00001259515],"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":[0.0004212145,0.0002769442,0.0004659375,0.003369684,0.00007746874,0.0008210419,0.0003345855,0.002278244,0.3314357,0.07894401,0.0537646,0.5278106],"study_design_scores_gemma":[0.00007664741,0.001047483,0.0005674901,0.0002872175,0.00005071049,0.00119619,0.0001165243,0.003197087,0.09406158,0.01719073,0.8821594,0.00004895947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03362604,0.8798046,0.03416277,0.01516449,0.002385819,0.0001036548,0.0002504824,0.0005738545,0.03392842],"genre_scores_gemma":[0.3339962,0.6065606,0.02079385,0.00550254,0.001422787,0.0001700041,0.0003162147,0.0001337578,0.03110395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002594864,"threshold_uncertainty_score":0.008680642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280524562","doi":"10.1007/s12672-022-00491-4","title":"Cancer vaccines: past, present and future; a review article","year":2022,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Windsor Clinical Research; University of Windsor","funders":"Windsor Cancer Centre Foundation; Cancer Research Society","keywords":"Medicine; Cancer; Cancer immunotherapy; Immunotherapy; Cancer vaccine; Infectious disease (medical specialty); Immunology; Disease; Internal medicine","authors":[{"name":"Eddie Grimmett","is_ca":true},{"name":"Bayan Al-Share","is_ca":false},{"name":"Mohamad Basem Alkassab","is_ca":true},{"name":"Ryan Weng Zhou","is_ca":true},{"name":"Advait Desai","is_ca":true},{"name":"Mir Munir A. Rahim","is_ca":true},{"name":"Indryas Woldie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03502771870720682,"gpt":0.3575240080991691,"spread":0.3224962893919623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000368276,0.0007233632,0.0008227995,0.001859858,0.0002883773,0.00131693,0.0005189132,0.0009349911,0.006749281],"category_scores_gemma":[0.0005339758,0.0002176521,0.0003382621,0.001981751,0.0003371855,0.001438971,0.0006066108,0.001810002,0.004028793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000564942,"about_ca_system_score_gemma":0.001099842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006441495,"about_ca_topic_score_gemma":0.001217937,"domain_scores_codex":[0.9998314,0.00002888656,0.00001621309,0.00002599619,0.00007449747,0.00002291044],"domain_scores_gemma":[0.999778,0.00008154674,0.0000322433,0.000006623633,0.00006442516,0.00003712905],"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":[0.00006526888,0.00008151074,0.0001414478,0.01186564,0.00004430006,0.0001575236,0.0000738032,0.0002766022,0.00283014,0.00358294,0.07017744,0.9107034],"study_design_scores_gemma":[0.000005124578,0.00003904301,0.0002249184,0.001684947,0.00002965772,0.0005459725,0.00003407215,0.00003606562,0.0002766056,0.0009862329,0.9961308,0.000006571748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001259179,0.9964301,0.0001661292,0.000491488,0.000748293,0.000006741362,0.00002506223,0.00001153,0.001994742],"genre_scores_gemma":[0.0006080446,0.9964783,0.0002428707,0.0003687608,0.0005602585,0.000007890909,0.00004629543,0.000002423445,0.001685245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006749281,"threshold_uncertainty_score":0.02257854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390617976","doi":"10.1007/s12672-023-00857-2","title":"Vitality, viability, long-term clonogenic survival, cytotoxicity, cytostasis and lethality: what do they mean when testing new investigational oncology drugs?","year":2024,"lang":"en","type":"letter","venue":"Discover Oncology","topic":"PARP inhibition in cancer therapy","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Cytostasis; Clonogenic assay; Lethality; Synthetic lethality; Medicine; Toxicity; Cytotoxicity; Oncology; Cancer research; Cancer; Viability assay; Pharmacology; Cell; Internal medicine; Biology; Toxicology; DNA repair; In vitro","authors":[{"name":"Benjamin N. Forgie","is_ca":true},{"name":"Rewati Prakash","is_ca":true},{"name":"Alicia A. Goyeneche","is_ca":true},{"name":"Carlos Telleria","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08801739612951723,"gpt":0.3692980707225456,"spread":0.2812806745930283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007156379,0.0009150582,0.001912056,0.0006935119,0.002537512,0.00379533,0.001968481,0.03673829,0.002209161],"category_scores_gemma":[0.02524779,0.0006638577,0.001069787,0.0007816252,0.007304561,0.00755234,0.001418872,0.04070463,0.003919188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005487648,"about_ca_system_score_gemma":0.002712592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002840663,"about_ca_topic_score_gemma":0.005236054,"domain_scores_codex":[0.9942719,0.001890479,0.001022211,0.0006900643,0.001689181,0.00043617],"domain_scores_gemma":[0.9879105,0.007925552,0.0007997225,0.0003217761,0.002232008,0.0008103502],"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":[0.0002045311,0.0001110785,0.001194615,0.000372626,0.00002133792,0.004905545,0.0003837573,0.0001653567,0.001145563,0.01153377,0.9176432,0.0623186],"study_design_scores_gemma":[0.0001118167,0.0003422188,0.001951624,0.000631244,0.00003402732,0.01542367,0.0009345372,0.0006671633,0.0009297252,0.04123807,0.9375877,0.0001482695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005828683,0.01037826,0.0003342104,0.9631836,0.02379142,0.00001678125,0.00003751607,0.00002670535,0.001648586],"genre_scores_gemma":[0.005142476,0.01016476,0.0009564435,0.9052616,0.07361308,0.00005984229,0.00003108929,0.00003568742,0.004734962],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03673829,"threshold_uncertainty_score":0.0398159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409987372","doi":"10.1007/s12672-025-02279-8","title":"Automatic melanoma and non-melanoma skin cancer diagnosis using advanced adaptive fine-tuned convolution neural networks","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Skin cancer; Artificial intelligence; Overfitting; Convolutional neural network; Computer science; Interpretability; Deep learning; Machine learning; Cancer; Artificial neural network; Pattern recognition (psychology); Medicine","authors":[{"name":"Muhammad Amir Khan","is_ca":false},{"name":"Tehseen Mazhar","is_ca":false},{"name":"Muhammad Danish Ali","is_ca":false},{"name":"Umar Farooq Khattak","is_ca":false},{"name":"Tariq Shahzad","is_ca":false},{"name":"Mamoon M. Saeed","is_ca":false},{"name":"Habib Hamam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01436931420294196,"gpt":0.3052111591352655,"spread":0.2908418449323235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003697801,0.0004918909,0.0004351606,0.0007166421,0.0002454991,0.0004572294,0.0008172262,0.0006840077,0.001735419],"category_scores_gemma":[0.0007441439,0.0002575127,0.0006473865,0.000263075,0.0002342211,0.0005056621,0.000536361,0.0004801119,0.0005281035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005222422,"about_ca_system_score_gemma":0.0004653173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003696093,"about_ca_topic_score_gemma":0.005546652,"domain_scores_codex":[0.9997494,0.00002332473,0.00001250135,0.00009679649,0.00006994226,0.00004802534],"domain_scores_gemma":[0.9997812,0.00004962267,0.00003250665,0.0000341033,0.00008138074,0.000021128],"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":[0.0004416572,0.0002502172,0.008286403,0.0001589927,0.00008890368,0.0004943912,0.00009160995,0.08887834,0.1320804,0.00201413,0.004988781,0.7622263],"study_design_scores_gemma":[0.000008176434,0.00005322895,0.002848972,0.00001049902,0.00002233008,0.0002053497,0.00001304851,0.9797234,0.01502517,0.001002825,0.001075883,0.0000112286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1270793,0.0007670664,0.8634899,0.0002971309,0.0001170723,0.0001577333,0.0002277571,0.004352834,0.003511153],"genre_scores_gemma":[0.8016093,0.0003573468,0.192087,0.0003101027,0.00006349201,0.00007811171,0.000515064,0.00009451481,0.004885105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003696093,"threshold_uncertainty_score":0.007349133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405532782","doi":"10.1007/s12672-024-01671-0","title":"Research trends on AI in breast cancer diagnosis, and treatment over two decades","year":2024,"lang":"en","type":"review","venue":"Discover Oncology","topic":"AI in cancer detection","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Breast cancer; Oncology; Medicine; Internal medicine; Cancer","authors":[{"name":"Alok Singh","is_ca":false},{"name":"Akanksha Singh","is_ca":false},{"name":"Sudip Bhattacharya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1304455742596082,"gpt":0.5274658566583412,"spread":0.397020282398733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009907275,0.0005323861,0.00083918,0.03858513,0.0007551911,0.005415695,0.0009448928,0.001145606,0.005797206],"category_scores_gemma":[0.03767538,0.0003128293,0.001400967,0.06825822,0.001381906,0.004581639,0.001822873,0.001244506,0.001449476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003277143,"about_ca_system_score_gemma":0.008287055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007288171,"about_ca_topic_score_gemma":0.01061736,"domain_scores_codex":[0.991174,0.001738056,0.001920898,0.001499435,0.003246218,0.000421321],"domain_scores_gemma":[0.9227489,0.04235768,0.01491135,0.001942872,0.01614891,0.001890322],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003626404,0.00009047286,0.1008985,0.03657622,0.001035006,0.0005928095,0.004089024,0.0009947009,0.001803415,0.01434588,0.02634699,0.8128644],"study_design_scores_gemma":[0.0000331243,0.0003513537,0.3230918,0.04469646,0.00226774,0.003695286,0.009484624,0.00107093,0.002468305,0.008544397,0.6041518,0.0001442049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03784645,0.9193904,0.001763477,0.01565425,0.001071156,0.00007598672,0.005165988,0.0001412604,0.01889111],"genre_scores_gemma":[0.1814847,0.8012252,0.004426849,0.002475087,0.001920473,0.0001487585,0.004894869,0.00007973771,0.003344529],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900928,"threshold_uncertainty_score":0.05239528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407633965","doi":"10.1007/s12672-025-01973-x","title":"Benchmarking histopathology foundation models for ovarian cancer bevacizumab treatment response prediction from whole slide images","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"AI in cancer detection","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia Hospital; Vancouver General Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; BC Cancer Foundation; Canadian Institutes of Health Research; Canada's Michael Smith Genome Sciences Centre","keywords":"Benchmarking; Bevacizumab; Histopathology; Ovarian cancer; Foundation (evidence); Medicine; Medical physics; Computer science; Oncology; Cancer; Internal medicine; Pathology; Chemotherapy; Geography; Business","authors":[{"name":"Mayur Mallya","is_ca":true},{"name":"Ali Khajegili Mirabadi","is_ca":true},{"name":"David Farnell","is_ca":true},{"name":"Hossein Farahani","is_ca":true},{"name":"Ali Bashashati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02478473114011203,"gpt":0.323553310106249,"spread":0.298768578966137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001435847,0.001117008,0.000624739,0.001207666,0.0002407425,0.0008241349,0.0008845043,0.001044185,0.001091618],"category_scores_gemma":[0.003418577,0.0002897995,0.001287785,0.0006373343,0.0003292738,0.000540584,0.0005577873,0.0009549854,0.000450494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202578,"about_ca_system_score_gemma":0.001065857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01063413,"about_ca_topic_score_gemma":0.01247901,"domain_scores_codex":[0.9995777,0.0001139993,0.0000251181,0.0001444763,0.00007493962,0.00006369717],"domain_scores_gemma":[0.9987454,0.0007072813,0.000171051,0.0001307206,0.0001733945,0.00007210684],"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":[0.0006074965,0.0003538191,0.0329661,0.0001550158,0.0003139561,0.0002732504,0.00005000068,0.8176074,0.007564441,0.0006407187,0.005212328,0.1342556],"study_design_scores_gemma":[0.00001069848,0.000073713,0.002963169,0.000007125237,0.00002410298,0.00004993202,0.00001410536,0.9941474,0.001834544,0.0005299166,0.0003384532,0.000006710177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8039974,0.003229283,0.1772761,0.001583992,0.0002238048,0.0002984985,0.004164163,0.005477018,0.003749772],"genre_scores_gemma":[0.9639786,0.0003578603,0.03015413,0.0001830484,0.00005795529,0.00008859218,0.003883552,0.00008712889,0.001209134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063413,"threshold_uncertainty_score":0.02114445,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408026129","doi":"10.1007/s12672-025-01999-1","title":"Association of skeletal muscle quantity and quality with mortality in women with nonmetastatic breast cancer","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Breast cancer; Bioelectrical impedance analysis; Sarcopenia; Cancer; Body mass index; Internal medicine; Erector spinae muscles; Stage (stratigraphy); Logistic regression; Anthropometry; Phase angle (astronomy); Oncology; Lumbar; Surgery","authors":[{"name":"Mirele Savegnago Mialich","is_ca":false},{"name":"Bruna Ramos da Silva","is_ca":true},{"name":"Barbara Toledo Amstalden","is_ca":false},{"name":"Jorge Elías","is_ca":false},{"name":"Alceu Afonso Jordão","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02335324712905462,"gpt":0.3577711147149755,"spread":0.3344178675859208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002826033,0.0001660969,0.000182153,0.0003811509,0.0001515678,0.0002480035,0.000156207,0.0002371251,0.001097452],"category_scores_gemma":[0.001631358,0.0001223468,0.0001526386,0.0004213551,0.0001341162,0.0001722605,0.0002495592,0.0002354517,0.000143864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141747,"about_ca_system_score_gemma":0.00008927814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001160372,"about_ca_topic_score_gemma":0.001741207,"domain_scores_codex":[0.9998568,0.00004814873,0.00001643614,0.00002697789,0.00003079985,0.00002079658],"domain_scores_gemma":[0.9994113,0.0001115371,0.0003116286,0.00003563051,0.00005772576,0.00007202918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009571351,0.00001240813,0.9988927,0.00000492928,0.00001950474,0.00001870479,0.00001221057,0.00001476846,0.0001265612,0.000002705957,0.00001660185,0.0007832644],"study_design_scores_gemma":[0.000001995066,0.0000590055,0.9996872,0.000001651177,0.00001013886,0.00009227095,0.00002873012,0.00005286915,0.00002421382,0.000006063307,0.00003536498,5.336873e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992394,0.000382854,0.00005170772,0.00002592765,0.000003134699,0.000002811835,0.00009825745,0.000001365707,0.000194513],"genre_scores_gemma":[0.9996793,0.00008849608,0.00002859625,0.000007588078,0.000005173475,0.000002673013,0.00009543108,4.207451e-7,0.00009238972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001160372,"threshold_uncertainty_score":0.003671288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415157204","doi":"10.1007/s12672-025-03652-3","title":"Endometrial cancer: from clinical reality to molecular treatment","year":2025,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Endometrial cancer; Malignancy; Cancer; Translational research; Incidence (geometry); Quality of life (healthcare); Uterine cancer; MEDLINE","authors":[{"name":"Léa-Isabelle Renaud","is_ca":true},{"name":"Elisabeth St-Laurent","is_ca":true},{"name":"Coralie Compare","is_ca":false},{"name":"Raphaël Proulx","is_ca":true},{"name":"Jasmine Nolan","is_ca":true},{"name":"Éric Asselin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1760064112417533,"gpt":0.5347962572601254,"spread":0.358789846018372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005685976,0.0004334267,0.0008869168,0.001121002,0.0002521742,0.0009657154,0.0005917797,0.0009136025,0.002718528],"category_scores_gemma":[0.001039498,0.0001945631,0.0004716415,0.0009158781,0.000459936,0.00109884,0.0006374415,0.00186136,0.001018377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005923127,"about_ca_system_score_gemma":0.001066168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009000513,"about_ca_topic_score_gemma":0.001868038,"domain_scores_codex":[0.9997615,0.00006221563,0.00003528117,0.00003349736,0.00008440024,0.00002314078],"domain_scores_gemma":[0.9997074,0.0001556956,0.00002983913,0.00001079426,0.00007291372,0.0000233428],"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":[0.0000909851,0.00004933813,0.0002126091,0.01810903,0.0001142485,0.0002474118,0.00008831463,0.0003958754,0.001477531,0.006898947,0.04116424,0.9311515],"study_design_scores_gemma":[0.00001766848,0.00009505853,0.0006795338,0.006893794,0.00009804356,0.001144091,0.00008473343,0.0001009616,0.0003003749,0.003099017,0.9874727,0.00001393498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001215934,0.9977651,0.00008665558,0.0009792702,0.0002540254,0.000003060229,0.00001578507,0.000004758558,0.0007697107],"genre_scores_gemma":[0.001001726,0.9977552,0.0001530262,0.0004936351,0.0002517107,0.000004451583,0.00002510432,0.000001259116,0.000313938],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002718528,"threshold_uncertainty_score":0.009094417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407595270","doi":"10.1007/s12672-025-01893-w","title":"Anti-tumor potential of Harmine and its derivatives: recent trends and advancements","year":2025,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Synthesis and bioactivity of alkaloids","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":"University of Manitoba","funders":"VIT University","keywords":"Harmine; Peganum harmala; Alkaloid; Pharmacology; Chemistry; Biology; Traditional medicine; Medicine; Stereochemistry","authors":[{"name":"Hemant Joshi","is_ca":false},{"name":"Sakshi Bhushan","is_ca":true},{"name":"Tanisha Dimri","is_ca":false},{"name":"Deepak Sharma","is_ca":true},{"name":"Katrin Sak","is_ca":false},{"name":"Abhishek Chauhan","is_ca":false},{"name":"Ritu Chauhan","is_ca":false},{"name":"Shafiul Haque","is_ca":false},{"name":"Faraz Ahmad","is_ca":false},{"name":"Manoj Kumar","is_ca":false},{"name":"Hardeep Singh Tuli","is_ca":false},{"name":"Damandeep Kaur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02365074793306205,"gpt":0.3473900768059235,"spread":0.3237393288728614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002754944,0.0005007619,0.0006717815,0.001497137,0.0001913233,0.0007761916,0.0004878757,0.0005355521,0.002802768],"category_scores_gemma":[0.0002976473,0.0002299242,0.00036311,0.001194311,0.00026314,0.0008505807,0.0003898612,0.001098927,0.001067928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003554185,"about_ca_system_score_gemma":0.000521266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004803522,"about_ca_topic_score_gemma":0.0009935366,"domain_scores_codex":[0.999917,0.0000112309,0.00001090512,0.00002025427,0.00003105247,0.000009556722],"domain_scores_gemma":[0.9998838,0.00005304384,0.00002064419,0.000003860308,0.00002703737,0.00001159635],"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":[0.0001175102,0.000162432,0.0002542874,0.02673683,0.000102637,0.0003906386,0.0001054726,0.0008220082,0.01515153,0.005744718,0.01087436,0.9395377],"study_design_scores_gemma":[0.00001954647,0.0002365223,0.0007973764,0.001456977,0.0001254145,0.001523198,0.00006025963,0.0002299521,0.004001779,0.001818664,0.9897063,0.00002405591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005144972,0.9978047,0.0001815627,0.0001361219,0.00007182963,0.000004493562,0.00001895976,0.000007870999,0.001259843],"genre_scores_gemma":[0.00220827,0.9967488,0.000245831,0.0001000484,0.00008481323,0.000005026458,0.00002846759,0.000001715202,0.0005770919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002802768,"threshold_uncertainty_score":0.009376168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401672060","doi":"10.1007/s12672-024-01240-5","title":"Pediatric cancer—pathology and microenvironment influence: a perspective into osteosarcoma and non-osteogenic mesenchymal malignant neoplasms","year":2024,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Autophagy in Disease and Therapy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario; Stollery Children's Hospital; University of Ottawa","funders":"","keywords":"Tumor microenvironment; Autophagy; Carcinogenesis; Cancer; Biology; Cancer research; Immune system; Osteosarcoma; Stromal cell; Mesenchymal stem cell; Context (archaeology); Tumor progression; Immunology; Medicine; Cell biology; Genetics; Apoptosis","authors":[{"name":"Consolato M. Sergi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01457844937959307,"gpt":0.3633999993668193,"spread":0.3488215499872263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000465286,0.0006511047,0.0009697214,0.002379457,0.000389649,0.001386432,0.0005428942,0.001491045,0.00220224],"category_scores_gemma":[0.0005809427,0.0001816547,0.000510866,0.001721616,0.001349609,0.002774443,0.00106508,0.002307069,0.0006471811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008065846,"about_ca_system_score_gemma":0.0009506231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008833177,"about_ca_topic_score_gemma":0.001858439,"domain_scores_codex":[0.9997541,0.0000847973,0.00002627131,0.00004513237,0.00005473735,0.00003503143],"domain_scores_gemma":[0.9994506,0.0002109945,0.00007788079,0.0000189514,0.000132096,0.0001094189],"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":[0.0002982654,0.0003030583,0.00852726,0.01036623,0.0001895872,0.003792122,0.001028708,0.0007702778,0.007635266,0.04165296,0.09240391,0.8330323],"study_design_scores_gemma":[0.00001978183,0.0005449297,0.01554967,0.004319758,0.0001749323,0.0157102,0.001998788,0.0005479114,0.0008708567,0.0220239,0.9381792,0.00006012837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001033286,0.9900073,0.0003797265,0.005978076,0.001118965,0.000002865246,0.00001643729,0.00001072194,0.001452669],"genre_scores_gemma":[0.008799026,0.9813834,0.0005242796,0.002349338,0.005786865,0.000007404171,0.00003089423,0.000006032841,0.001112883],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002379457,"threshold_uncertainty_score":0.007367253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403366781","doi":"10.1007/s12672-024-01425-y","title":"Gingerol acts as a potent radiosensitizer in head and neck squamous cell carcinoma","year":2024,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Ginger and Zingiberaceae research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Canada Research Chairs","keywords":"Radiosensitizer; Basal cell; Head and neck; Medicine; Head and neck squamous-cell carcinoma; Oncology; Cancer research; Internal medicine; Radiation therapy; Head and neck cancer; Surgery","authors":[{"name":"Cleopatra Rutihinda","is_ca":true},{"name":"Ryma Haroun","is_ca":true},{"name":"Juan Pablo Ordoñez","is_ca":true},{"name":"Saad Mohssine","is_ca":true},{"name":"Huda Oweida","is_ca":true},{"name":"Muskaan Sharma","is_ca":true},{"name":"Mohamed Fares","is_ca":true},{"name":"Nancy Ruiz-Dominguez","is_ca":true},{"name":"Maria Fernanda Meza Pacheco","is_ca":true},{"name":"Sahar Naasri","is_ca":true},{"name":"Nour Elhouda Saidi","is_ca":true},{"name":"Ayman Oweida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0884869199137943,"gpt":0.4559686238534143,"spread":0.36748170393962,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001681771,0.0003259311,0.000418296,0.0005506195,0.0002555331,0.0001895632,0.0002050102,0.0002966218,0.001800321],"category_scores_gemma":[0.00009260401,0.0001686438,0.0004637153,0.0002670939,0.0001559212,0.0002227001,0.0002246735,0.000594612,0.0003285157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961052,"about_ca_system_score_gemma":0.0002027587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009194262,"about_ca_topic_score_gemma":0.002818155,"domain_scores_codex":[0.9999244,0.00001546315,0.00001201379,0.00001548674,0.00001928849,0.00001330631],"domain_scores_gemma":[0.9999533,0.00001172598,0.00001101431,0.000007168318,0.000006837871,0.00001004158],"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":[0.0008051944,0.0002125833,0.0003856614,0.0005856302,0.00004210255,0.0001882215,0.00004742239,0.000332907,0.984321,0.00007536987,0.0002331126,0.01277088],"study_design_scores_gemma":[0.0002221102,0.005050709,0.01607712,0.00009882123,0.0002471114,0.0008033898,0.0001024914,0.0008537625,0.9541325,0.0001813853,0.02220283,0.0000277218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595374,0.03378459,0.001652077,0.0002894881,0.0000978944,0.0001179538,0.0009068131,0.0001384398,0.003475288],"genre_scores_gemma":[0.9748698,0.0169882,0.002932905,0.0001887482,0.00003704283,0.00008466931,0.001038079,0.00002664774,0.003833764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001800321,"threshold_uncertainty_score":0.006022692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402580441","doi":"10.1007/s12672-024-01335-z","title":"Longitudinal needs and cancer knowledge in Swiss childhood cancer survivors transitioning from pediatric to adult follow-up care: results from the ACCS project","year":2024,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"Swiss Cancer Research Foundation","keywords":"Childhood cancer; Medicine; Cancer; Pediatric cancer; Family medicine; Cancer survivor; Longitudinal study; Longitudinal data; Young adult; Gerontology; Cancer treatment; Health care; Demography; Internal medicine","authors":[{"name":"Luca Buehlmann","is_ca":false},{"name":"Maria Otth","is_ca":false},{"name":"Katrin Scheinemann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.033878208511968,"gpt":0.3591700283767909,"spread":0.3252918198648229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282334,0.0005850841,0.000287021,0.001903477,0.0006735628,0.0007042314,0.0003959945,0.0006295471,0.002085088],"category_scores_gemma":[0.003426746,0.0001954903,0.000774802,0.001589103,0.0003433336,0.000405126,0.0009907184,0.0004465914,0.0004350656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622076,"about_ca_system_score_gemma":0.001447749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0931323,"about_ca_topic_score_gemma":0.05121247,"domain_scores_codex":[0.9993353,0.0002171288,0.00006720701,0.0001007815,0.0001360263,0.0001435268],"domain_scores_gemma":[0.997542,0.0004480765,0.000875862,0.0001572542,0.0005399942,0.0004368376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001308514,0.0001297567,0.9966067,0.00002057251,0.00003301708,0.00006186713,0.000537171,0.000134918,0.00006927264,0.00001133373,0.0002401058,0.00202455],"study_design_scores_gemma":[0.000009890987,0.0001269354,0.9988773,0.000009649661,0.00001584641,0.00004737638,0.0004880955,0.0001448253,0.00005456082,0.000005743494,0.0002161011,0.000003620912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976923,0.00006904757,0.00003215043,0.00002917839,0.000001916293,0.00002634593,0.001891956,0.000005013146,0.0002520213],"genre_scores_gemma":[0.9944253,0.0001056053,0.0000753045,0.00001476481,0.000006076975,0.0001019281,0.00491726,0.000002955099,0.0003509106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0931323,"threshold_uncertainty_score":0.1851804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408246645","doi":"10.1007/s12672-025-02026-z","title":"Comprehensive identification of hub mRNAs and lncRNAs in colorectal cancer using galaxy: an in silico transcriptome analysis","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"In silico; Identification (biology); Transcriptome; Computational biology; Biology; Colorectal cancer; Genetics; Cancer; Gene; Gene expression; Botany","authors":[{"name":"Mohsen Yari","is_ca":false},{"name":"Milad Eidi","is_ca":true},{"name":"Mohammad-Amin Omrani","is_ca":false},{"name":"Zahra Fazeli","is_ca":false},{"name":"Mohammad Rahmanian","is_ca":false},{"name":"Soudeh Ghafouri‐Fard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01767843689784328,"gpt":0.3638340457346183,"spread":0.346155608836775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003517354,0.0005791418,0.0007115439,0.0008751421,0.0003672612,0.0005580639,0.0002644072,0.0002609267,0.001532489],"category_scores_gemma":[0.0004181528,0.0002484693,0.00167804,0.0007873665,0.0001605706,0.0001778874,0.0003858513,0.0002539234,0.0005536286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281338,"about_ca_system_score_gemma":0.0006490246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002192274,"about_ca_topic_score_gemma":0.003738889,"domain_scores_codex":[0.999872,0.00003164936,0.000007766927,0.0000450699,0.00002067205,0.00002297953],"domain_scores_gemma":[0.9998775,0.00006960923,0.00001674133,0.000009967854,0.0000147537,0.00001152142],"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":[0.002574741,0.0004177,0.1119215,0.002257189,0.001348509,0.001270999,0.0004394491,0.1756132,0.6453373,0.001676338,0.005049211,0.05209383],"study_design_scores_gemma":[0.0001551461,0.00107104,0.1777136,0.00009196826,0.00132421,0.001043768,0.0004337093,0.7270054,0.0765636,0.00230532,0.01214803,0.0001443147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439257,0.001274846,0.03348238,0.000148466,0.0000350027,0.00009657094,0.0174576,0.00224756,0.001331935],"genre_scores_gemma":[0.8780399,0.001270053,0.0734744,0.0001492949,0.00002034694,0.0002909547,0.04515179,0.0003433877,0.001259816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002192274,"threshold_uncertainty_score":0.005126715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401455084","doi":"10.1007/s12672-024-01213-8","title":"Hepatitis B virus infection and the risk of gynecologic cancers: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Sun Yat-sen University Cancer Center; Sun Yat-sen University; National Natural Science Foundation of China","keywords":"Medicine; Meta-analysis; Hepatitis virus; Virology; Hepatitis B virus; Virus; Oncology; Internal medicine","authors":[{"name":"Lan Peng","is_ca":false},{"name":"Zhongyan Dou","is_ca":false},{"name":"Shuhui Yu","is_ca":false},{"name":"Xingrao Wu","is_ca":false},{"name":"Jinping Zhang","is_ca":false},{"name":"Zheng Li","is_ca":false},{"name":"Lan Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07863188534311275,"gpt":0.3995808898001072,"spread":0.3209490044569945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01001802,0.00285631,0.01919503,0.007871857,0.000802347,0.003317292,0.002114136,0.002297725,0.003212448],"category_scores_gemma":[0.02452867,0.001718594,0.03775195,0.008740867,0.0006158953,0.001603135,0.00136401,0.00163066,0.0002520461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002534839,"about_ca_system_score_gemma":0.004060982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006286252,"about_ca_topic_score_gemma":0.0132692,"domain_scores_codex":[0.9933316,0.002689483,0.002182557,0.0006773411,0.0008503089,0.000268587],"domain_scores_gemma":[0.9847409,0.01095508,0.002520743,0.0003639332,0.001203538,0.0002159216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001334765,0.00003253662,0.005205986,0.4486951,0.5330719,0.0001721634,0.00008360093,0.0004471574,0.0002560345,0.00008649376,0.0004923955,0.01012187],"study_design_scores_gemma":[0.0003316211,0.000171581,0.003785201,0.02848053,0.9656407,0.0001321856,0.00003996216,0.0001673444,0.0001032155,0.00009861032,0.001028956,0.00002008665],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004150677,0.9946315,0.0003229709,0.0001283911,0.0001069067,0.0002242292,0.000281975,0.00001707583,0.0001361824],"genre_scores_gemma":[0.09905367,0.8962276,0.002007442,0.0004951588,0.0002415364,0.001088342,0.0005827997,0.00002028744,0.0002830536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01919503,"threshold_uncertainty_score":0.05298102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410540234","doi":"10.1007/s12672-025-02684-z","title":"HOX gene dysregulation in glioblastoma: a narrative review of current advances","year":2025,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; Thompson Rivers University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hox gene; Glioblastoma; Narrative; Current (fluid); Gene; Neuroscience; Biology; Psychology; Cancer research; Genetics; Engineering; Art; Transcription factor; Electrical engineering","authors":[{"name":"Suleyman Hekim","is_ca":true},{"name":"Severa Bunda","is_ca":true},{"name":"Shaliman Dilibaerguli","is_ca":true},{"name":"Maierdan Palihati","is_ca":false},{"name":"Yasin Mamatjan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03459042554478837,"gpt":0.4300670796910716,"spread":0.3954766541462832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004966027,0.0006830801,0.001088825,0.002530266,0.0002479061,0.0008942684,0.0006661846,0.000725361,0.003335084],"category_scores_gemma":[0.0009883643,0.0002408038,0.0005695554,0.002680672,0.0003082787,0.001050053,0.0005778422,0.001024771,0.0009639532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005851522,"about_ca_system_score_gemma":0.00134511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00136949,"about_ca_topic_score_gemma":0.002246084,"domain_scores_codex":[0.9998362,0.00002627301,0.0000388907,0.0000358683,0.00004794251,0.00001480702],"domain_scores_gemma":[0.9996023,0.0002126836,0.00006310752,0.000008431202,0.00008792531,0.0000255319],"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":[0.0001102642,0.00004783894,0.0003583653,0.0460424,0.0001709281,0.000340898,0.0001200404,0.0003572071,0.001204841,0.002656642,0.04534031,0.9032503],"study_design_scores_gemma":[0.00002030046,0.0001297576,0.001743435,0.01648671,0.0004548611,0.002542631,0.0001163989,0.0001103673,0.0003997959,0.001793693,0.9761702,0.0000318751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008915551,0.999108,0.00004566029,0.0002287524,0.0001426003,0.000002504065,0.00002414021,0.00000428126,0.0003548312],"genre_scores_gemma":[0.0004094816,0.999076,0.00007608509,0.0001473139,0.0001237807,0.000003018669,0.00002901178,8.818031e-7,0.0001344344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003335084,"threshold_uncertainty_score":0.01115698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403836429","doi":"10.1007/s12672-024-01484-1","title":"Glucose deprivation impairs hypoxia-inducible factor-1α synthesis","year":2024,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Hypoxia (environmental); Hypoxia-inducible factors; Translation (biology); Protein biosynthesis; Glycolysis; Integrated stress response; Oxygen tension; Hypoxia-Inducible Factor 1; Carbohydrate metabolism; Suppressor; Biology; Cellular adaptation; Post-translational regulation; Cell biology; Chemistry; Metabolism; Endocrinology; Internal medicine; Biochemistry; Downregulation and upregulation; Messenger RNA; Oxygen; Phosphorylation; Gene; Medicine","authors":[{"name":"Sarah Stuart","is_ca":true},{"name":"Michael Ohh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01653336997579159,"gpt":0.2893741158820004,"spread":0.2728407459062088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005691855,0.0003819171,0.0003417971,0.0001692653,0.0001047788,0.000284384,0.0001763021,0.0001972467,0.001339083],"category_scores_gemma":[0.00007743532,0.0001083495,0.000186265,0.0002158,0.0001452348,0.0001439039,0.0001665216,0.0004243596,0.0002909093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003289068,"about_ca_system_score_gemma":0.0002426927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002151859,"about_ca_topic_score_gemma":0.001982711,"domain_scores_codex":[0.9998879,0.00001331277,0.00001112478,0.00002721134,0.00001968819,0.00004079849],"domain_scores_gemma":[0.9998773,0.00002042875,0.0000331449,0.00001534994,0.00000925631,0.00004446005],"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":[0.0006609544,0.00007264523,0.0003138904,0.00004532313,0.00001087053,0.00005710452,0.00001562591,0.0001050046,0.9967816,0.00006168285,0.0001782454,0.00169721],"study_design_scores_gemma":[0.00002522581,0.0009857364,0.01777214,0.000009866715,0.0000223324,0.0001939406,0.0000576515,0.001290503,0.9761002,0.00008284005,0.003446732,0.00001272193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994544,0.002321187,0.0006901745,0.0001503285,0.00006473904,0.00001161157,0.001063285,0.00009252944,0.001062022],"genre_scores_gemma":[0.9937192,0.001109024,0.0005539732,0.0001098492,0.0000119989,0.00002129101,0.001703417,0.00002816687,0.00274312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002151859,"threshold_uncertainty_score":0.004479647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409415629","doi":"10.1007/s12672-025-02165-3","title":"Microbiome landscapes of the bladder, intestine, and vagina in bladder cancer: a systematic review","year":2025,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vagina; Bladder cancer; Medicine; Microbiome; Urology; Large intestine; Cancer; Biology; Anatomy; Internal medicine; Bioinformatics","authors":[{"name":"Jonathan Surber","is_ca":false},{"name":"Marie Semmler","is_ca":false},{"name":"Dominik Enderlin","is_ca":false},{"name":"Andres Affentranger","is_ca":false},{"name":"Thomas Paul Scherer","is_ca":false},{"name":"Silvan Sigg","is_ca":false},{"name":"Ernest Kaufmann","is_ca":false},{"name":"Jana Gadient","is_ca":false},{"name":"Luca Truscello","is_ca":false},{"name":"Michael Scharl","is_ca":false},{"name":"Yasser Morsy","is_ca":false},{"name":"Daniel Eberli","is_ca":false},{"name":"Cédric Poyet","is_ca":false},{"name":"Uwe Bieri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02188601083282363,"gpt":0.3766925366837446,"spread":0.354806525850921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003892049,0.001272937,0.006482696,0.01097939,0.000694739,0.002282665,0.001188778,0.001528896,0.002782958],"category_scores_gemma":[0.01793955,0.0008499107,0.006537423,0.01160364,0.0006992163,0.002104582,0.001536372,0.0006686488,0.0001985985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491823,"about_ca_system_score_gemma":0.007419479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00940706,"about_ca_topic_score_gemma":0.0244332,"domain_scores_codex":[0.9960935,0.001340496,0.001433769,0.0004103057,0.0005427022,0.0001793638],"domain_scores_gemma":[0.9854221,0.009994273,0.002996157,0.0002209095,0.001169655,0.0001969015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001627998,0.00001255665,0.003189899,0.9500489,0.01099124,0.000130972,0.0002945204,0.000110386,0.0002194961,0.0001911363,0.001128567,0.03351942],"study_design_scores_gemma":[0.0001154862,0.0001902509,0.01621221,0.8790126,0.08326282,0.0008430512,0.0006938784,0.0001017716,0.0002233993,0.000302964,0.01899063,0.00005106008],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001772517,0.9974039,0.00006780266,0.0001463052,0.00004582938,0.00006965617,0.0003576119,0.000003072923,0.0001332684],"genre_scores_gemma":[0.02640737,0.9721239,0.0004331446,0.0003370503,0.00005063852,0.0002191344,0.0003382138,0.000003891722,0.00008666341],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01097939,"threshold_uncertainty_score":0.02058339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412491969","doi":"10.1007/s12672-025-03185-9","title":"Global trends in sarcopenia and cancer over the past 10 years: a bibliometric analysis","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sarcopenia; Gerontology; Cancer; Regional science; History; Geography; Medicine; Internal medicine","authors":[{"name":"Ruoshuang Liu","is_ca":false},{"name":"Menghuan Wu","is_ca":false},{"name":"Chundi Zhou","is_ca":false},{"name":"Lijun Feng","is_ca":false},{"name":"Yirong Shen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03482530347276276,"gpt":0.4379388452690953,"spread":0.4031135417963325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.007405435,0.000734331,0.002561235,0.1269609,0.001064027,0.003494615,0.0009047251,0.0007049012,0.00332838],"category_scores_gemma":[0.03456314,0.0004036266,0.003028556,0.1659442,0.000849599,0.00267647,0.002297118,0.0006275657,0.0005825534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002374964,"about_ca_system_score_gemma":0.005310817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007356978,"about_ca_topic_score_gemma":0.01163064,"domain_scores_codex":[0.9894997,0.001584829,0.00359928,0.001190162,0.003734088,0.0003919794],"domain_scores_gemma":[0.9633981,0.01944047,0.008441898,0.001023647,0.006861504,0.0008344252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004403229,0.000115832,0.7080576,0.07460129,0.007929524,0.0008805845,0.003586239,0.001604119,0.0009854825,0.001756463,0.01760619,0.1824364],"study_design_scores_gemma":[0.00008561113,0.0002054014,0.9018149,0.01522307,0.009387411,0.002183976,0.005786185,0.002965131,0.0007039934,0.002120095,0.05937022,0.0001539797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.524963,0.2913528,0.003741914,0.004621901,0.0003880493,0.001363886,0.1597571,0.0006129661,0.01319827],"genre_scores_gemma":[0.7934156,0.1435979,0.007173588,0.0004279031,0.0004264198,0.001635352,0.05190262,0.0001043577,0.001316164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8730391,"threshold_uncertainty_score":0.03916413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410357953","doi":"10.1007/s12672-025-02628-7","title":"Emerging trends and hotspots of tRNA-derived small RNAs in tumours: a bibliometric analysis via VOSviewer and CiteSpace","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Lanzhou University","keywords":"Geography","authors":[{"name":"Junhong Wang","is_ca":false},{"name":"E-Ling Shao","is_ca":false},{"name":"Zhenhua Gao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0111214222871446,"gpt":0.3090379963045106,"spread":0.297916574017366,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.006275265,0.0008049491,0.001861015,0.1542854,0.001045428,0.004686872,0.0008174794,0.0006872067,0.004036294],"category_scores_gemma":[0.02979732,0.0002572281,0.002732758,0.1581142,0.0007336571,0.003454285,0.002103279,0.000566672,0.0008629856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344191,"about_ca_system_score_gemma":0.002378279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003362324,"about_ca_topic_score_gemma":0.004198235,"domain_scores_codex":[0.9917691,0.001203847,0.002046535,0.001002088,0.003536804,0.0004416837],"domain_scores_gemma":[0.9640139,0.02357476,0.006915962,0.0008313818,0.003849329,0.0008145934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003170412,0.0001159133,0.8034067,0.01494567,0.003466974,0.0009086311,0.002453166,0.002745569,0.001626804,0.003003024,0.008220969,0.1587896],"study_design_scores_gemma":[0.00007086429,0.0002191413,0.9014255,0.004595945,0.005214476,0.003132879,0.006218847,0.01468561,0.002069661,0.00731013,0.05485604,0.000200923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7864998,0.1019238,0.007479289,0.002128335,0.0002718419,0.000613873,0.0821839,0.0008654224,0.01803383],"genre_scores_gemma":[0.9271864,0.03390658,0.00717226,0.0001072059,0.0003873779,0.0004822662,0.02918323,0.0001237388,0.00145096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8457146,"threshold_uncertainty_score":0.03318715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413365399","doi":"10.1007/s12672-025-03321-5","title":"Oncogene-driven lung cancer in the era of radiogenomics: current evidence and future developments","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Radiogenomics; KRAS; Precision medicine; ROS1; Lung cancer; Personalized medicine; Medicine; Oncogene; Radiomics; Molecular diagnostics; Cancer; Bioinformatics; Pathology; Biology; Internal medicine; Adenocarcinoma; Radiology; Colorectal cancer","authors":[{"name":"James Ryan","is_ca":false},{"name":"John Kavanagh","is_ca":false},{"name":"Niamh Coleman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01458333634375668,"gpt":0.3796400258933808,"spread":0.3650566895496241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008831155,0.0005640402,0.001429502,0.001453999,0.0004124722,0.003436229,0.001107375,0.002181477,0.004364195],"category_scores_gemma":[0.01195794,0.0003077548,0.001158583,0.00198006,0.002417399,0.005120621,0.001416308,0.00346278,0.001031639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392199,"about_ca_system_score_gemma":0.003315401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643532,"about_ca_topic_score_gemma":0.002863666,"domain_scores_codex":[0.9981317,0.000774698,0.0002370161,0.0003062907,0.000426267,0.0001241656],"domain_scores_gemma":[0.9754912,0.01964011,0.001264528,0.000442976,0.002639012,0.0005221337],"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":[0.0003436331,0.000120491,0.005560008,0.01411101,0.0003081842,0.0002632145,0.0001988608,0.0007592008,0.001108899,0.01883468,0.01652252,0.9418694],"study_design_scores_gemma":[0.00007481527,0.000632901,0.01232939,0.02848037,0.001081495,0.001956078,0.001047113,0.001650997,0.001969082,0.0447471,0.9058946,0.0001361121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008404627,0.9823182,0.001085918,0.01372558,0.0003607288,0.000008397095,0.00004046752,0.00002123111,0.001599109],"genre_scores_gemma":[0.01002999,0.9816895,0.001954884,0.004587485,0.001401796,0.0000188303,0.00007333633,0.00001223341,0.000231944],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008831155,"threshold_uncertainty_score":0.04670417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402473478","doi":"10.1007/s12672-024-01329-x","title":"The impact of everolimus on hematologic parameters in patients with renal angiomyolipoma associated with tuberous sclerosis complex","year":2024,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":2,"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","funders":"China Scholarship Council","keywords":"Tuberous sclerosis; Everolimus; Angiomyolipoma; Medicine; Hematologic Neoplasms; Internal medicine; Oncology; Urology; Pathology; Kidney; Cancer","authors":[{"name":"Dongxu Qiu","is_ca":true},{"name":"Wenda Wang","is_ca":false},{"name":"Yang Zhao","is_ca":false},{"name":"Zhan Wang","is_ca":false},{"name":"Xu Wang","is_ca":false},{"name":"Zhangcheng Liao","is_ca":false},{"name":"Yushi Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.056409905682882,"gpt":0.335225481931179,"spread":0.2788155762482969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000893807,0.0001439032,0.0005204414,0.0003328669,0.0001781109,0.000425551,0.000142983,0.0002058859,0.0003560406],"category_scores_gemma":[0.002187366,0.00007693504,0.000351661,0.0004690492,0.0001465469,0.0002316955,0.0001686536,0.0003437729,0.00005184625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312944,"about_ca_system_score_gemma":0.000289173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003829468,"about_ca_topic_score_gemma":0.0008692046,"domain_scores_codex":[0.9994133,0.0002165813,0.0001056519,0.00008191763,0.0001247213,0.00005786906],"domain_scores_gemma":[0.9984807,0.0005082933,0.0006858744,0.0000441975,0.00009689888,0.0001840871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01061332,0.000413618,0.937706,0.0002191672,0.0005914242,0.001067675,0.0001150127,0.0003445151,0.004193084,0.00004978693,0.000276676,0.04440972],"study_design_scores_gemma":[0.0003967614,0.005340989,0.9884512,0.00004354183,0.0004311559,0.002695953,0.0001300504,0.0004448727,0.001102608,0.00006240507,0.0008890624,0.00001125177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966447,0.002797524,0.00005267633,0.00005587423,0.000005333141,0.00001475603,0.00009366932,0.000002685523,0.0003328275],"genre_scores_gemma":[0.99915,0.0004462453,0.0001080308,0.00005962499,0.00001400298,0.0000112697,0.0001621301,7.589665e-7,0.00004787216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000893807,"threshold_uncertainty_score":0.004726946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415157093","doi":"10.1007/s12672-025-03707-5","title":"Strategies for managing EMA/CO resistant in gestational trophoblastic neoplasia a systematic review and meta analysis","year":2025,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meta-analysis; Cochrane Library; Systematic review; Salvage therapy; Neutropenia; Publication bias; MEDLINE; Inclusion and exclusion criteria","authors":[{"name":"Febia Erfiandi","is_ca":false},{"name":"Setyo Teguh Waluyo","is_ca":false},{"name":"Candra Novi Ricardo Sibarani","is_ca":false},{"name":"Gatot Nyarumenteng Adhipurnawan Winarno","is_ca":false},{"name":"Aini Sofa Haniah","is_ca":false},{"name":"Nicholas Adrianto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05131035420892621,"gpt":0.4109531759956497,"spread":0.3596428217867235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01348457,0.003406962,0.01820398,0.009356717,0.0005948027,0.004052295,0.002240922,0.002289118,0.004693574],"category_scores_gemma":[0.03412564,0.00155575,0.03916618,0.007409081,0.0006358224,0.002211528,0.001602569,0.001967249,0.0003323159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003036484,"about_ca_system_score_gemma":0.005147798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00583423,"about_ca_topic_score_gemma":0.01169952,"domain_scores_codex":[0.9909828,0.004638582,0.002487919,0.000686318,0.000947882,0.0002564791],"domain_scores_gemma":[0.986194,0.01039744,0.002090702,0.000306598,0.0008442352,0.0001670974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001212312,0.00002976399,0.001151511,0.6458784,0.3230424,0.00008573847,0.00006999252,0.0006659611,0.0001577042,0.00022065,0.0007625308,0.02672304],"study_design_scores_gemma":[0.0006598262,0.0002831387,0.001979807,0.107592,0.884231,0.0001332034,0.00007895804,0.0002883237,0.0001478174,0.0004003709,0.004169361,0.0000361746],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001073835,0.997753,0.0003181541,0.0001589118,0.00009029543,0.0002137506,0.0002134625,0.00001380553,0.0001648933],"genre_scores_gemma":[0.04436813,0.9515697,0.001878192,0.0005521358,0.0001811505,0.0008766624,0.0003944484,0.00001703989,0.0001625949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01820398,"threshold_uncertainty_score":0.07131416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409827472","doi":"10.1007/s12672-025-02418-1","title":"S100A7 as a predictive biomarker in malignant transformation of oral epithelial dysplastic lesions","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Canadian Association of Oral and Maxillofacial Surgeons","keywords":"Biomarker; Malignant transformation; Pathology; Medicine; Transformation (genetics); Internal medicine; Oncology; Biology; Gene; Genetics","authors":[{"name":"Jeffrey Soparlo","is_ca":true},{"name":"Lachlan McLean","is_ca":true},{"name":"Christina McCord","is_ca":true},{"name":"Linda Jackson‐Boeters","is_ca":true},{"name":"Michael Shimizu","is_ca":true},{"name":"Michael Robinson","is_ca":true},{"name":"Wanninayake Mudiyanselage Tilakaratne","is_ca":false},{"name":"Mark Darling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01148716623987831,"gpt":0.3042284378978986,"spread":0.2927412716580203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005220051,0.0003143132,0.0002666703,0.001386598,0.000237991,0.0005322323,0.0001894725,0.0003840267,0.001104034],"category_scores_gemma":[0.001035232,0.0001595353,0.0002078728,0.0005632677,0.000312536,0.0002430991,0.0003208857,0.0003200351,0.0002525958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002099119,"about_ca_system_score_gemma":0.0001927884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003460672,"about_ca_topic_score_gemma":0.0006078613,"domain_scores_codex":[0.9998191,0.00004776016,0.00002083049,0.00002366431,0.00006174574,0.00002688201],"domain_scores_gemma":[0.9994223,0.0001523386,0.0001874728,0.00002285814,0.0001262386,0.00008873392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006546368,0.00005232327,0.9752184,0.00003826716,0.000047028,0.0003937682,0.00005120058,0.0002224264,0.01277434,0.00005014921,0.0001209242,0.01037653],"study_design_scores_gemma":[0.00002391749,0.0004516499,0.9832628,0.00002249387,0.000117447,0.003352602,0.0002872735,0.003590133,0.007734108,0.0002702909,0.0008780715,0.000009281166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985261,0.0006976674,0.0003730662,0.00002879569,0.000005535035,0.000008612212,0.00003317665,0.00001182907,0.00031516],"genre_scores_gemma":[0.9993458,0.00012764,0.0003661784,0.000005611012,0.000006225465,0.000004634268,0.00005638624,0.000001424066,0.000086136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001386598,"threshold_uncertainty_score":0.003693342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412081295","doi":"10.1007/s12672-025-02720-y","title":"Incidence of pulmonary embolism and its risk factors in lung cancer patients: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meta-analysis; Pulmonary embolism; Lung cancer; Medicine; Incidence (geometry); Oncology; Internal medicine; Intensive care medicine; Mathematics","authors":[{"name":"Chun‐Hong Chen","is_ca":false},{"name":"Ying He","is_ca":false},{"name":"Dongmei Zheng","is_ca":false},{"name":"Chen Chen","is_ca":false},{"name":"Daiying Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03787548825743735,"gpt":0.3851498202349751,"spread":0.3472743319775377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01091791,0.002674744,0.0186649,0.006647023,0.0006331993,0.002953368,0.00188155,0.002232357,0.003161074],"category_scores_gemma":[0.02556369,0.001564835,0.04374666,0.007237905,0.0005771201,0.001570266,0.001340224,0.001635817,0.0002383617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996085,"about_ca_system_score_gemma":0.002647962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004478197,"about_ca_topic_score_gemma":0.01056558,"domain_scores_codex":[0.9928516,0.003121736,0.002137638,0.0007864886,0.0008754253,0.0002271784],"domain_scores_gemma":[0.9850591,0.01109456,0.002212376,0.0004288603,0.001031722,0.0001733589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001260739,0.00002903728,0.005461616,0.2812883,0.7019117,0.0001352646,0.00005748,0.000607228,0.0001684198,0.00008867411,0.0004319081,0.008559507],"study_design_scores_gemma":[0.0002395168,0.0001338822,0.003012672,0.01498937,0.9802325,0.0001071818,0.00002463645,0.0001953163,0.00006430446,0.0001016173,0.0008823538,0.00001657779],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004402791,0.9941658,0.0004402414,0.0001520739,0.00009983993,0.0001721763,0.0003788566,0.00002140639,0.0001668128],"genre_scores_gemma":[0.1649994,0.829843,0.002163759,0.0006969226,0.0003007824,0.0008652671,0.0007729452,0.00002749957,0.0003304419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0186649,"threshold_uncertainty_score":0.05774015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413022823","doi":"10.1007/s12672-025-03340-2","title":"Identification of copper related biomarkers in breast cancer using machine learning","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China; Harbin Medical University Cancer Hospital","keywords":"Breast cancer; Identification (biology); Copper; Computational biology; Artificial intelligence; Machine learning; Computer science; Cancer; Medicine; Internal medicine; Biology; Materials science; Metallurgy; Botany","authors":[{"name":"Jing Wang","is_ca":false},{"name":"Haining Wang","is_ca":false},{"name":"Zilan Li","is_ca":true},{"name":"Qi Xu","is_ca":false},{"name":"Yiwei Yang","is_ca":false},{"name":"Run Shi","is_ca":false},{"name":"Feng Liu","is_ca":false},{"name":"Shiyang Jin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01661789709673629,"gpt":0.3413882913746684,"spread":0.3247703942779321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001704988,0.0007047337,0.0009064383,0.003387258,0.0002674823,0.001357713,0.0005323797,0.0005284552,0.001130834],"category_scores_gemma":[0.002644456,0.0001515479,0.0008299996,0.001682299,0.0002884862,0.0004676629,0.00046337,0.0006042171,0.0006373361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005698229,"about_ca_system_score_gemma":0.0005870406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008237302,"about_ca_topic_score_gemma":0.0009277186,"domain_scores_codex":[0.9993234,0.0001971583,0.00006244832,0.0001904729,0.0001557871,0.00007083033],"domain_scores_gemma":[0.9989049,0.0004888566,0.0003141208,0.00006357635,0.0001802185,0.00004830162],"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":[0.0008856772,0.000989664,0.3738602,0.001367593,0.001063755,0.0005275349,0.0001561277,0.03893526,0.04415181,0.001305618,0.005892067,0.5308647],"study_design_scores_gemma":[0.0001707945,0.001521107,0.2063707,0.0005426825,0.001074108,0.002269001,0.000386639,0.6980345,0.05954739,0.01400913,0.0159237,0.0001502973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7596307,0.02654767,0.1967754,0.001984232,0.0002349114,0.0006327946,0.005093653,0.002548354,0.006552379],"genre_scores_gemma":[0.927765,0.003392815,0.06440508,0.0002289557,0.0001398362,0.0002702457,0.002662486,0.00003439645,0.001101279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003387258,"threshold_uncertainty_score":0.009016991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410106317","doi":"10.1007/s12672-025-02384-8","title":"Human papilloma virus infection drives unique metabolic and immune profiles in head and neck and cervical cancers: implications for targeted therapies and prognostic markers","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"STMicroelectronics (Canada)","funders":"Science and Engineering Research Board; Indian Council of Medical Research; National Research Foundation; Sidra Medicine; Arthritis National Research Foundation","keywords":"Human papilloma virus; Head and neck; Medicine; Immune system; Oncology; Virus; HPV infection; Virology; Cervical cancer; Internal medicine; Immunology; Cancer; Surgery","authors":[{"name":"Saira Hamid","is_ca":false},{"name":"Mohd Shahnawaz Khan","is_ca":true},{"name":"Meraj Alam Khan","is_ca":true},{"name":"Naoshad Muhammad","is_ca":false},{"name":"Mayank Singh","is_ca":false},{"name":"Ammira S. Al-Shabeeb Akil","is_ca":false},{"name":"Ajaz A. Bhat","is_ca":false},{"name":"Muzafar A. Macha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01118917635381687,"gpt":0.3165388437628407,"spread":0.3053496674090239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001897123,0.0001567559,0.0002171014,0.0004124571,0.0001847229,0.0005835907,0.0000950959,0.0001833433,0.0008646173],"category_scores_gemma":[0.000233179,0.0001260397,0.0001883377,0.000476617,0.0001494452,0.0001886183,0.000223462,0.0001921145,0.0002004421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003805897,"about_ca_system_score_gemma":0.0003435372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098431,"about_ca_topic_score_gemma":0.001959,"domain_scores_codex":[0.9998668,0.00002138594,0.000006672433,0.00004161769,0.00003213347,0.00003131773],"domain_scores_gemma":[0.9999291,0.00001828862,0.00002632951,0.000007674792,0.00001130639,0.000007262565],"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":[0.0007548937,0.00009141608,0.1547114,0.0003171596,0.0001473649,0.0002342431,0.0002220886,0.00113262,0.7863151,0.001126026,0.000555003,0.05439262],"study_design_scores_gemma":[0.00001832909,0.0003090879,0.8078543,0.00007712466,0.0002038365,0.001028228,0.0006014241,0.007008709,0.1707961,0.001871697,0.01019395,0.00003724777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894812,0.004085997,0.002629255,0.0001341638,0.00001996007,0.00002032405,0.001725446,0.00006194152,0.001841811],"genre_scores_gemma":[0.9950746,0.001782847,0.001143253,0.00007632302,0.000007031396,0.00002402107,0.001185246,0.00001661435,0.0006900055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001098431,"threshold_uncertainty_score":0.002892435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416226567","doi":"10.1007/s12672-025-04079-6","title":"Feasibility of different meningioma delineation approaches on [18F]SiTATE PET/CT imaging","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Deutsche Forschungsgemeinschaft","keywords":"Meningioma; Somatostatin receptor; Thresholding; Neuroendocrine tumors; Positron emission tomography","authors":[{"name":"Sophie C. Kunte","is_ca":false},{"name":"Lena M. Unterrainer","is_ca":false},{"name":"Simon Lindner","is_ca":false},{"name":"Adrien Holzgreve","is_ca":false},{"name":"Wolfgang G. Kunz","is_ca":false},{"name":"Michael Winkelmann","is_ca":false},{"name":"Alexander Nitschmann","is_ca":false},{"name":"Klaus Jurkschat","is_ca":false},{"name":"Carmen Wängler","is_ca":false},{"name":"Björn Wängler","is_ca":false},{"name":"Ralf Schirrmacher","is_ca":true},{"name":"Claus Belka","is_ca":false},{"name":"Niklas Thon","is_ca":false},{"name":"Christian Schichor","is_ca":false},{"name":"Peter Bartenstein","is_ca":false},{"name":"Marcus Unterrainer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07006871469754687,"gpt":0.349958532327615,"spread":0.2798898176300681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003805651,0.0005409368,0.0003017226,0.001166423,0.0002114448,0.0008630481,0.0003662106,0.0003339827,0.0009961141],"category_scores_gemma":[0.008374495,0.0002520185,0.0005184629,0.0004006109,0.0004380966,0.0005229386,0.0005670951,0.0002391532,0.0003375468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003599341,"about_ca_system_score_gemma":0.0004402786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007524635,"about_ca_topic_score_gemma":0.001281471,"domain_scores_codex":[0.9986343,0.0004981746,0.0001974268,0.0001941403,0.000370912,0.0001050519],"domain_scores_gemma":[0.9968939,0.001877038,0.0004110707,0.000293296,0.0004011555,0.0001235047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007650295,0.0002197684,0.7651489,0.0002973719,0.0004166494,0.0008980391,0.0006814846,0.009270512,0.07320129,0.0004801085,0.0003037803,0.1414319],"study_design_scores_gemma":[0.0002355942,0.002084075,0.8866826,0.00007975687,0.0004411694,0.003070383,0.0004506934,0.03236529,0.07242167,0.000721615,0.001368908,0.00007820305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910468,0.0004669363,0.007359747,0.00002202839,0.000006625885,0.00006891753,0.0001318334,0.00007650586,0.0008204493],"genre_scores_gemma":[0.9950345,0.00007976079,0.004581916,0.000006067606,0.000004206288,0.00003847579,0.000183909,0.00001991302,0.00005140917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003805651,"threshold_uncertainty_score":0.02012646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391223510","doi":"10.1007/s12672-024-00861-0","title":"Late effects of high-dose methotrexate in childhood cancer survivors: a Swiss single centre observational study","year":2024,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"Swiss Cancer Research Foundation","keywords":"Medicine; Common Terminology Criteria for Adverse Events; Adverse effect; Guideline; Cancer; Internal medicine; Pediatrics; Overweight; Observational study; Obesity; Pathology","authors":[{"name":"Kevin Brunold","is_ca":false},{"name":"Maria Otth","is_ca":false},{"name":"Katrin Scheinemann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05279414242311257,"gpt":0.3739069876963935,"spread":0.3211128452732809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000843258,0.0004080581,0.0005888478,0.001168057,0.0005372292,0.0006646687,0.0003337837,0.0005097059,0.002507125],"category_scores_gemma":[0.002320484,0.0001843265,0.0008010704,0.001918108,0.0003469113,0.0003554047,0.0005182272,0.0004313508,0.0001747238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009432574,"about_ca_system_score_gemma":0.00107041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02096503,"about_ca_topic_score_gemma":0.02336498,"domain_scores_codex":[0.9991903,0.000278831,0.0001204288,0.0001439819,0.0001497132,0.0001168189],"domain_scores_gemma":[0.9968325,0.0006014782,0.001753804,0.000186724,0.0002542732,0.000371124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001388836,0.00003940624,0.9981955,0.00008260773,0.00009827131,0.0001581191,0.0001378344,0.00005879862,0.0001060773,0.00001440477,0.0001621548,0.0008080518],"study_design_scores_gemma":[0.00002273137,0.0002223119,0.9986583,0.00005090315,0.00009739448,0.0003349703,0.0002206559,0.00008947364,0.00004198935,0.000009581117,0.0002461305,0.000005657702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978392,0.0008773859,0.00006724367,0.00004628775,0.000005442399,0.00002582298,0.0009531445,0.000002587538,0.0001829271],"genre_scores_gemma":[0.9986519,0.0003014853,0.00005807633,0.0000282528,0.00001109836,0.00002893797,0.0008548591,0.000001563833,0.00006386253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02096503,"threshold_uncertainty_score":0.041686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412522183","doi":"10.1007/s12672-025-03204-9","title":"Associations between circulating metabolites and pca: a bidirectional two-sample Mendelian randomization study","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mendelian randomization; Single-nucleotide polymorphism; Medicine; Prostate cancer; Metabolite; Internal medicine; Bioinformatics; Oncology; Biology; Genetics; Cancer; Genetic variants; Genotype; Gene","authors":[{"name":"Jing Lv","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01733253578578028,"gpt":0.3262154947882017,"spread":0.3088829590024214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02776192,0.001271213,0.001765997,0.0008929137,0.001295722,0.001205968,0.001746192,0.001390151,0.003990743],"category_scores_gemma":[0.04405563,0.000860166,0.002779382,0.001632742,0.001237532,0.0005396841,0.001194287,0.00141005,0.0004816958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005167318,"about_ca_system_score_gemma":0.001294772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004654615,"about_ca_topic_score_gemma":0.002597498,"domain_scores_codex":[0.960772,0.03037011,0.001199185,0.005044362,0.00176628,0.0008480071],"domain_scores_gemma":[0.9729116,0.01347049,0.00351913,0.008294019,0.001265904,0.0005387923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03422286,0.001751806,0.8328654,0.001270458,0.02208044,0.004093914,0.002188584,0.007696202,0.00854131,0.02180551,0.006827853,0.05665576],"study_design_scores_gemma":[0.01540588,0.0152392,0.6088378,0.0008312152,0.03388175,0.01243035,0.001211012,0.2269589,0.006566626,0.05487636,0.02307532,0.000685749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8480706,0.00216312,0.143353,0.0007292201,0.0002149972,0.001130207,0.002514983,0.0003225324,0.001501317],"genre_scores_gemma":[0.9712166,0.0002353864,0.02553322,0.0002279354,0.00005917199,0.0009140494,0.0009931792,0.00008697579,0.0007336197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02776192,"threshold_uncertainty_score":0.1468208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417267150","doi":"10.1007/s12672-025-04235-y","title":"VAL-083 is effective in patients with newly-diagnosed MGMT-unmethylated glioblastoma: report of phase II study","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Delmar (Canada)","funders":"National Natural Science Foundation of China","keywords":"Adverse effect; Phase (matter); Clinical trial; Disease; Radiation therapy","authors":[{"name":"Chengcheng Guo","is_ca":false},{"name":"Qunying Yang","is_ca":false},{"name":"Meiling Deng","is_ca":false},{"name":"Xiaoling Qiu","is_ca":false},{"name":"Shaoxiong Wu","is_ca":false},{"name":"Xiaojing Du","is_ca":false},{"name":"Ke Sai","is_ca":false},{"name":"Ziyu Dai","is_ca":false},{"name":"Zhenghe Chen","is_ca":false},{"name":"Ji Zhang","is_ca":false},{"name":"Fuhua Lin","is_ca":false},{"name":"Chao Ke","is_ca":false},{"name":"Shaoyan Xi","is_ca":false},{"name":"Wanming Hu","is_ca":false},{"name":"Zhihuan Zhou","is_ca":false},{"name":"Jiawei Li","is_ca":false},{"name":"Xi Cao","is_ca":false},{"name":"Yixiang Liao","is_ca":false},{"name":"Yanchun Lv","is_ca":false},{"name":"Dennis Brown","is_ca":true},{"name":"John Langlands","is_ca":true},{"name":"Jeffrey Bacha","is_ca":true},{"name":"Claire Kwan","is_ca":true},{"name":"Sarath Kanekal","is_ca":true},{"name":"Richard Schwartz","is_ca":true},{"name":"Zhongping Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007052850554889663,"gpt":0.3229669527173996,"spread":0.3159141021625099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007565658,0.0007750412,0.00161579,0.0002449221,0.0002407273,0.0006246429,0.0005610136,0.0006078401,0.001299898],"category_scores_gemma":[0.000468264,0.0003195019,0.001052451,0.0002712123,0.0004175418,0.0003561968,0.0001665894,0.001415375,0.0004074107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005803381,"about_ca_system_score_gemma":0.0006609508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008223578,"about_ca_topic_score_gemma":0.001869909,"domain_scores_codex":[0.999746,0.0001044402,0.00002351987,0.00004789779,0.0000281877,0.00004996353],"domain_scores_gemma":[0.9996934,0.00005455584,0.00006407794,0.00003913104,0.00002755374,0.0001213099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3774142,0.06414104,0.03790428,0.002331935,0.007847824,0.0009186344,0.0005574158,0.002966134,0.1361499,0.0002293316,0.004779414,0.3647597],"study_design_scores_gemma":[0.2002305,0.6889037,0.08417912,0.0001223546,0.002549782,0.001303835,0.0001092406,0.001673654,0.01491899,0.0001438884,0.005802843,0.00006217917],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925321,0.005201306,0.0003844488,0.0001632133,0.00005698707,0.0004453219,0.000449194,0.00007266769,0.0006948255],"genre_scores_gemma":[0.9937584,0.002967817,0.0006093042,0.0003991253,0.00007509097,0.0003331832,0.001048622,0.00002143385,0.000786935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00161579,"threshold_uncertainty_score":0.004348576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415298652","doi":"10.1007/s12672-025-03721-7","title":"Causal plasma metabolites for breast cancer risk: a two-sample Mendelian randomization study with colocalization evidence","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Cancer Institute; Ovarian Cancer Research Fund; National Institutes of Health; Natural Science Foundation of Hainan Province; Cancer Research UK; Government of Canada; Fondation du cancer du sein du Québec; Gray Foundation; Canadian Institutes of Health Research; Genome Canada; European Commission; Breast Cancer Research Foundation","keywords":"Mendelian randomization; Biomarker; Breast cancer; Colocalization; Prostate cancer; Risk factors for breast cancer; Disease","authors":[{"name":"Hanghang Chen","is_ca":false},{"name":"Yueyuan Xu","is_ca":false},{"name":"Zepeng Wang","is_ca":false},{"name":"Xu-Feng Cheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01532892154905225,"gpt":0.3409624678550248,"spread":0.3256335463059725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0887451,0.00233469,0.005010108,0.001633489,0.001223005,0.002029014,0.003042908,0.003224294,0.005783169],"category_scores_gemma":[0.1020385,0.001150404,0.01118459,0.00192958,0.002914162,0.001465549,0.001732565,0.002292483,0.0003967285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009424691,"about_ca_system_score_gemma":0.001502653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296812,"about_ca_topic_score_gemma":0.001234821,"domain_scores_codex":[0.8701724,0.100866,0.005074634,0.01808593,0.004107699,0.001693326],"domain_scores_gemma":[0.9026381,0.06868739,0.009604931,0.01613652,0.002037606,0.0008953818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1035777,0.001660175,0.452957,0.009021904,0.3028742,0.005553244,0.001519138,0.01499234,0.01272301,0.02873326,0.005900161,0.06048784],"study_design_scores_gemma":[0.05037167,0.02583743,0.2290912,0.001300687,0.4259333,0.008364384,0.0008051741,0.1702421,0.007573461,0.062655,0.0171525,0.0006731252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6240017,0.01863761,0.3444629,0.00249094,0.001007094,0.003811702,0.002508123,0.001154901,0.001924849],"genre_scores_gemma":[0.9514696,0.0005709767,0.04397731,0.0007551134,0.0001287209,0.00187233,0.0006372929,0.00008074153,0.0005078533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0887451,"threshold_uncertainty_score":0.4693345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409190503","doi":"10.1007/s12672-025-02258-z","title":"Multi-omics analysis identifies DLX4 as a novel biomarker for diagnosis, prognosis, and immune infiltration: from pan-cancer to renal cancer","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Ferroptosis and cancer prognosis","field":"Medicine","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 Toronto","funders":"Natural Science Foundation of Shandong Province","keywords":"Infiltration (HVAC); Cancer; Biomarker; Omics; Immune system; Medicine; Kidney cancer; Oncology; Internal medicine; Bioinformatics; Immunology; Biology","authors":[{"name":"Zengshun Kou","is_ca":false},{"name":"Shuaizhi Zhu","is_ca":false},{"name":"Jiaxi Zhu","is_ca":true},{"name":"Shufei Wang","is_ca":false},{"name":"Yu Zheng","is_ca":false},{"name":"Shengjie Zhou","is_ca":false},{"name":"Zhongzhou Si","is_ca":false},{"name":"Hai Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04082534607092874,"gpt":0.3860123487931587,"spread":0.3451870027222299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001090503,0.000703146,0.00124876,0.003420187,0.0005787216,0.001802118,0.0003932526,0.0004783173,0.002028237],"category_scores_gemma":[0.001041453,0.0001749437,0.001384316,0.003184649,0.0003237996,0.0005653557,0.001255676,0.0006060696,0.0003955855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008056248,"about_ca_system_score_gemma":0.0007781709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143828,"about_ca_topic_score_gemma":0.002020928,"domain_scores_codex":[0.9993868,0.0001114233,0.0000622018,0.0002064288,0.0001425487,0.00009051284],"domain_scores_gemma":[0.9994131,0.0001804459,0.0001608635,0.00006999312,0.0001065248,0.00006912716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001479533,0.000234066,0.6343451,0.002396469,0.002941648,0.001178279,0.0003625278,0.004439063,0.2244075,0.001809637,0.006063575,0.1203427],"study_design_scores_gemma":[0.00008851333,0.0004713025,0.8824852,0.0004694207,0.002528309,0.002385521,0.000976962,0.02777763,0.0384943,0.008103661,0.03612298,0.00009623822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962433,0.03363032,0.0311238,0.002916527,0.0001763417,0.0002037164,0.02898691,0.0007442432,0.005974692],"genre_scores_gemma":[0.948746,0.007226704,0.02266154,0.0009294687,0.0001407242,0.0002220103,0.01852367,0.00008632342,0.001463661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003420187,"threshold_uncertainty_score":0.006785095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416697958","doi":"10.1007/s12672-025-03999-7","title":"High linc00473 expression indicated worse cancer prognosis, based on the meta-analysis","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Protein Kinase Regulation and GTPase Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cancer; Expression (computer science); Gene expression; Disease","authors":[{"name":"Z.Y. He","is_ca":false},{"name":"Wang Chen","is_ca":false},{"name":"Pengge Wang","is_ca":false},{"name":"Tiewei Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03067036235126275,"gpt":0.3237185153369305,"spread":0.2930481529856678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01173251,0.002523965,0.008668705,0.004563654,0.0007152464,0.003571235,0.001778523,0.001742785,0.004074439],"category_scores_gemma":[0.02545046,0.0009335174,0.04068126,0.005919141,0.0006851553,0.001414736,0.001262767,0.001611229,0.0003771643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391316,"about_ca_system_score_gemma":0.001882258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004663248,"about_ca_topic_score_gemma":0.006595852,"domain_scores_codex":[0.9914542,0.003759577,0.001866299,0.001623619,0.000917012,0.0003792362],"domain_scores_gemma":[0.9844445,0.01206212,0.001535388,0.0008954355,0.0008304209,0.0002322081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003738689,0.00002370783,0.04376237,0.05618785,0.8835369,0.0003407763,0.00007842227,0.001345699,0.0007304213,0.0002035559,0.0007853922,0.009266224],"study_design_scores_gemma":[0.0001982762,0.0001316555,0.01072635,0.001973085,0.9847376,0.0001376838,0.00002925132,0.0004952726,0.0001680043,0.0003045099,0.001081676,0.00001668374],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04056595,0.9485834,0.004817229,0.000831922,0.0005007898,0.0002882098,0.003025613,0.0001348367,0.001252125],"genre_scores_gemma":[0.7909858,0.1982107,0.004078296,0.001186656,0.0007099815,0.0007692425,0.00289953,0.0001267554,0.001032931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01173251,"threshold_uncertainty_score":0.06204826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411523641","doi":"10.1007/s12672-025-02963-9","title":"MicroRNA- 103 as a novel potential biomarker of poor prognosis and durg resistance in solid tumours","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biomarker; microRNA; Cancer research; Oncology; Biology; Internal medicine; Medicine; Genetics; Gene","authors":[{"name":"Xiaoping Xia","is_ca":false},{"name":"Xiuping Weng","is_ca":false},{"name":"Tianyu Liang","is_ca":false},{"name":"Mingxia Xu","is_ca":false},{"name":"Chao Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007617505214364994,"gpt":0.2893525216959404,"spread":0.2817350164815755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004214185,0.0007567266,0.003428537,0.002465446,0.0002264951,0.001711572,0.0006116742,0.001112994,0.001530103],"category_scores_gemma":[0.01018046,0.0003641765,0.007057835,0.003447934,0.000371223,0.000804946,0.0004761826,0.0008854294,0.0001646649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007599739,"about_ca_system_score_gemma":0.001003806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125213,"about_ca_topic_score_gemma":0.002286367,"domain_scores_codex":[0.9977785,0.0009197809,0.0005066488,0.0003255563,0.0003937887,0.00007566802],"domain_scores_gemma":[0.9929168,0.005013571,0.001499989,0.000149798,0.0003463043,0.00007341556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.007756417,0.0001369309,0.1159668,0.3770211,0.2369596,0.0007564062,0.0002862719,0.001745266,0.003435073,0.001018176,0.003556254,0.2513617],"study_design_scores_gemma":[0.001706438,0.003091187,0.2188809,0.09374499,0.6291065,0.003576195,0.0004452313,0.00328559,0.003780216,0.003001901,0.03917268,0.0002082626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01177345,0.9871628,0.0002627116,0.000266306,0.00009505589,0.00002750794,0.0001777345,0.000007543347,0.0002269116],"genre_scores_gemma":[0.3444032,0.6510094,0.001936433,0.001012474,0.0004085267,0.0001903224,0.0005895353,0.00001533671,0.0004348173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004214185,"threshold_uncertainty_score":0.02228701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410981054","doi":"10.1007/s12672-025-02778-8","title":"The safety and efficacy of dabrafenib plus trametinib for patients with brain metastatic melanoma: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dabrafenib; Trametinib; Meta-analysis; Medicine; Oncology; Melanoma; Internal medicine; Metastatic melanoma; Cancer research; Vemurafenib; Biology; MAPK/ERK pathway","authors":[{"name":"Mohammad Amin Habibi","is_ca":false},{"name":"Mohammad Sina Mirjani","is_ca":false},{"name":"Bardia Hajikarimloo","is_ca":false},{"name":"Mohsen Dashti","is_ca":false},{"name":"Afsaneh Ghasemzadeh","is_ca":false},{"name":"Seyed Hesam Hojjat","is_ca":false},{"name":"Mohammad Shahir Eftekhar","is_ca":false},{"name":"Kosar Doraghi","is_ca":false},{"name":"Yalda Ghazizadeh","is_ca":false},{"name":"Fateme Aghaei","is_ca":false},{"name":"Shaghayegh Karami","is_ca":false},{"name":"Mehrshad Edalat","is_ca":false},{"name":"Farhang Rashidi","is_ca":false},{"name":"Sajjad Ahmadpour","is_ca":false},{"name":"Sina Ahmadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04628415996386159,"gpt":0.3808494834803912,"spread":0.3345653235165296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01446348,0.002772311,0.01817847,0.006895598,0.0006449752,0.003039862,0.002110577,0.002228584,0.003404652],"category_scores_gemma":[0.03352721,0.001456671,0.04170073,0.006902626,0.0006925955,0.001754396,0.00144819,0.001731288,0.0002903302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002684889,"about_ca_system_score_gemma":0.004684817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006128143,"about_ca_topic_score_gemma":0.01455077,"domain_scores_codex":[0.9899728,0.004443635,0.003184228,0.0009432256,0.001164467,0.000291625],"domain_scores_gemma":[0.9830767,0.01176265,0.00295484,0.0005001782,0.001493132,0.0002124217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001246815,0.00002550107,0.002447138,0.4453824,0.5407119,0.0001053142,0.00007650001,0.0004252111,0.000199632,0.0001041794,0.0004594122,0.008816021],"study_design_scores_gemma":[0.0003317417,0.0001617591,0.002069194,0.02668308,0.9690264,0.00008028019,0.00003155155,0.0001258346,0.00007978019,0.0001241789,0.001267251,0.0000189421],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003436942,0.9948689,0.0004134561,0.0002054537,0.0001182569,0.0002729688,0.000452694,0.00001921628,0.0002121425],"genre_scores_gemma":[0.1386353,0.8554062,0.002101424,0.001004363,0.0003000254,0.001275718,0.0009436754,0.0000307615,0.000302615],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01817847,"threshold_uncertainty_score":0.07649112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417529893","doi":"10.1007/s12672-025-02433-2","title":"Blastic plasmacytoid dendritic cell neoplasm (BPDCN): international, multi-center collaboration and global registry program","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; University of Calgary","funders":"National Institutes of Health; National Cancer Institute; Aptitude Health; Astellas Pharma; BeiGene; Genentech; MEI Pharma; Eli Lilly and Company; AstraZeneca; American Society of Clinical Oncology; Celgene; Incyte; F. Hoffmann-La Roche; Astellas Pharma US; Amgen; Gilead Sciences; U.S. Department of Defense","keywords":"Comprehension; MEDLINE; Real world data; Clinical trial","authors":[{"name":"Astghik Voskanyan","is_ca":false},{"name":"Maria Badikyan","is_ca":false},{"name":"Marina Konopleva","is_ca":false},{"name":"Alvaro J. Alencar","is_ca":false},{"name":"Arusyak Ivanyan","is_ca":false},{"name":"Carolyn Owen","is_ca":true},{"name":"Consolato Sergi","is_ca":true},{"name":"Ching‐Tien Peng","is_ca":false},{"name":"Dickran Kazandjian","is_ca":false},{"name":"Justin Taylor","is_ca":false},{"name":"Funda Tekkeşin","is_ca":false},{"name":"Hasanein H. Ghali","is_ca":false},{"name":"Karen Bedirian","is_ca":false},{"name":"Maria Paola Martelli","is_ca":false},{"name":"Enrico Attardi","is_ca":false},{"name":"Maria Teresa Voso","is_ca":false},{"name":"Mariam Abramashvili","is_ca":false},{"name":"Mazin Faisal Al‐Jadiry","is_ca":false},{"name":"Michalis Michael","is_ca":false},{"name":"Min‐Yu Su","is_ca":false},{"name":"Nare Martirosyan","is_ca":false},{"name":"Nerses Ghahramanyan","is_ca":false},{"name":"Nino Totogashvili","is_ca":false},{"name":"Pavel P Kotoucek","is_ca":false},{"name":"Rejin Kebudi","is_ca":false},{"name":"Robin Ohannessian","is_ca":false},{"name":"Ruzanna Papyan","is_ca":false},{"name":"Shushan Hovsepyan","is_ca":false},{"name":"Salma Elashwah","is_ca":false},{"name":"Sameer Bakhshi","is_ca":false},{"name":"Samvel Bardakhchyan","is_ca":false},{"name":"Samvel Danelyan","is_ca":false},{"name":"Shaimaa El‐Ashwah","is_ca":false},{"name":"M. Tezer Kutluk","is_ca":false},{"name":"Deniz Tuğcu","is_ca":false},{"name":"Ahmad Alhuraiji","is_ca":false},{"name":"Vassilios Lazaris","is_ca":false},{"name":"Gevorg Tamamyan","is_ca":false},{"name":"Naveen Pemmaraju","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01471101807517119,"gpt":0.3874058628434607,"spread":0.3726948447682896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01222265,0.0004792417,0.0004522687,0.004292319,0.00101587,0.001387361,0.001048634,0.0003630572,0.002549712],"category_scores_gemma":[0.01246326,0.0003414067,0.0003430728,0.007130129,0.0006268277,0.001701077,0.00369395,0.0007351671,0.000846903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009372731,"about_ca_system_score_gemma":0.006428072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002737484,"about_ca_topic_score_gemma":0.003070395,"domain_scores_codex":[0.9936745,0.002643768,0.001277718,0.0009669297,0.0009037913,0.0005332593],"domain_scores_gemma":[0.9699723,0.003689329,0.009854456,0.006551566,0.00588955,0.004042809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001180545,0.0001985787,0.9647967,0.0001397566,0.00004735533,0.00046281,0.0009551216,0.0003852089,0.0007128589,0.0004796353,0.004648304,0.02705566],"study_design_scores_gemma":[0.000100605,0.0006087832,0.950036,0.0003887824,0.0001467862,0.006111193,0.004857401,0.001702163,0.002894907,0.0004687831,0.03262365,0.00006086343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484206,0.002113672,0.01336124,0.002435812,0.0001268183,0.003201818,0.014282,0.0006837307,0.01537433],"genre_scores_gemma":[0.9553333,0.001682575,0.02249234,0.0004547042,0.0001251422,0.001667629,0.01702142,0.0001608098,0.001062103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01222265,"threshold_uncertainty_score":0.06464028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416672547","doi":"10.1007/s12672-025-03896-z","title":"Patient-reported outcomes after ipsilateral radiation therapy for N2b tonsillar squamous cell carcinoma","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; National Institutes of Health","keywords":"Radiation therapy; Basal cell; Head and neck cancer; Cancer; Chemotherapy; Karnofsky Performance Status; Carcinoma; Systemic therapy","authors":[{"name":"Chike O. Abana","is_ca":false},{"name":"Adam S. Garden","is_ca":false},{"name":"G. Brandon Gunn","is_ca":false},{"name":"Gregory M. Chronowski","is_ca":false},{"name":"Abdallah Mohamed","is_ca":false},{"name":"Andrew J. Frankart","is_ca":false},{"name":"Natalie Geier","is_ca":false},{"name":"Houda Bahig","is_ca":true},{"name":"Carly E. A. Barbon","is_ca":false},{"name":"Vinita Takiar","is_ca":false},{"name":"Clifton D. Fuller","is_ca":false},{"name":"Steven J. Frank","is_ca":false},{"name":"D.I. Rosenthal","is_ca":false},{"name":"Jack Phan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01602310926600821,"gpt":0.3218080159857072,"spread":0.305784906719699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001757487,0.0002178676,0.0005243664,0.0007440066,0.0003563309,0.0005978015,0.0003338474,0.0002108047,0.001135878],"category_scores_gemma":[0.005181895,0.00007414295,0.0007643448,0.0009809957,0.0003708722,0.000484172,0.0006000967,0.0004376998,0.000161096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006925437,"about_ca_system_score_gemma":0.0004176702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389218,"about_ca_topic_score_gemma":0.002239264,"domain_scores_codex":[0.9990976,0.0003313619,0.0001400511,0.00009534072,0.000233709,0.0001019615],"domain_scores_gemma":[0.9956234,0.001186645,0.002221271,0.00009541307,0.0004673126,0.0004060858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007693532,0.00008444331,0.9813007,0.0002508306,0.0002885631,0.000251385,0.0003582596,0.0004374023,0.0002357657,0.00002047137,0.0003632844,0.01563942],"study_design_scores_gemma":[0.00002806211,0.0007095767,0.9972536,0.00003990439,0.0001558269,0.0006981331,0.0002487596,0.0002183807,0.0002131599,0.00003595797,0.0003869217,0.00001171647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962484,0.001992193,0.0001135858,0.00006491285,0.00001167352,0.00002728554,0.0006803532,0.000006294513,0.0008553132],"genre_scores_gemma":[0.9990537,0.0002525277,0.00004287926,0.00001932422,0.000009131421,0.00001906839,0.0005387421,0.000002274834,0.00006227982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001757487,"threshold_uncertainty_score":0.009294569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416745794","doi":"10.1007/s12672-025-04027-4","title":"Immunological factors underlying radiation-induced toxicity in prostate cancer patients: a systematic review","year":2025,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Prostate cancer; Toxicity; Immunotherapy; Cancer; Immune system; Risk factor","authors":[{"name":"Lucas Mose","is_ca":false},{"name":"Hady Aboelroos","is_ca":false},{"name":"Adam Zabini","is_ca":false},{"name":"Cristian Fernández-Palomo","is_ca":false},{"name":"Thomas Zilli","is_ca":false},{"name":"Alan Dal Pra","is_ca":false},{"name":"Osama Mohamad","is_ca":false},{"name":"Daniel M. Aebersold","is_ca":false},{"name":"Verdiana Trappetti","is_ca":false},{"name":"Mohamed Shelan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04798369726674893,"gpt":0.4126768463495082,"spread":0.3646931490827592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006677004,0.001384184,0.007652968,0.006493447,0.0005212729,0.00201382,0.001540266,0.001707945,0.002654588],"category_scores_gemma":[0.02676301,0.0008006823,0.01026878,0.007920413,0.0007661993,0.001269753,0.001060767,0.0007941823,0.0001629019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002426504,"about_ca_system_score_gemma":0.006332443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006142789,"about_ca_topic_score_gemma":0.01495416,"domain_scores_codex":[0.9937542,0.002093361,0.002398381,0.0005830421,0.0009842707,0.0001866314],"domain_scores_gemma":[0.9743714,0.01789491,0.005580438,0.000353219,0.001603597,0.0001964033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002962793,0.00001905582,0.004200335,0.9475023,0.03170819,0.0001452629,0.0001252656,0.0001227522,0.0001178895,0.00009103179,0.0005319632,0.01513958],"study_design_scores_gemma":[0.0004541893,0.0005159382,0.0226339,0.5759279,0.3890164,0.0009756959,0.000301054,0.0001920863,0.0002630451,0.0003184416,0.00933651,0.00006483177],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002455083,0.9966757,0.0001063216,0.0001129106,0.000043657,0.0001803822,0.000299686,0.000004427749,0.0001217874],"genre_scores_gemma":[0.05487961,0.9428602,0.0005658204,0.0004777433,0.0001146343,0.0005800641,0.0004183515,0.000005889751,0.00009769379],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007652968,"threshold_uncertainty_score":0.03531176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415207276","doi":"10.1007/s12672-025-03605-w","title":"The molecular aspects in prostatic cancer, unraveling the role of CDKs in prostate cancer progression","year":2025,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Providence Health Care","funders":"","keywords":"Prostate cancer; Cyclin-dependent kinase; Prostate disease; Antiandrogens; Prostate; Cancer","authors":[{"name":"Zahra Farjami","is_ca":false},{"name":"Zahra Mohammadzadeh","is_ca":true},{"name":"Bita Saifi","is_ca":false},{"name":"Mohammad Mehdi Akbarin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01465144344641324,"gpt":0.392197664460889,"spread":0.3775462210144758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000296748,0.0004979016,0.0006430626,0.00134103,0.0002625588,0.0006783818,0.0004533888,0.0005566428,0.002339205],"category_scores_gemma":[0.0003741113,0.0001681976,0.0004022674,0.001399272,0.0003709088,0.0008941406,0.0004361942,0.001488525,0.00096485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006511367,"about_ca_system_score_gemma":0.001150225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352371,"about_ca_topic_score_gemma":0.002293381,"domain_scores_codex":[0.9999005,0.00001862027,0.000012223,0.00001907621,0.00003583265,0.00001371702],"domain_scores_gemma":[0.9998777,0.00004067015,0.000018439,0.000004072552,0.0000437684,0.00001535715],"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":[0.000153282,0.00007417205,0.0005329134,0.02326263,0.0001110515,0.0004218934,0.0001332618,0.000846756,0.007211646,0.009160813,0.03773368,0.9203578],"study_design_scores_gemma":[0.0000125528,0.00008646167,0.001310923,0.002161494,0.00009468375,0.001660767,0.00006595716,0.0001343655,0.001158628,0.003010823,0.9902884,0.0000148594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002196397,0.9981832,0.0001156674,0.0004405952,0.0001953237,0.000003096404,0.00001691865,0.000004896805,0.0008205788],"genre_scores_gemma":[0.0009915162,0.9981486,0.0001199536,0.0001663629,0.0001327934,0.000002961807,0.000025501,8.901418e-7,0.0004114116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002339205,"threshold_uncertainty_score":0.007825434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411036230","doi":"10.1007/s12672-025-02784-w","title":"The genetic landscape of CYP24A1 polymorphisms in cancer risk: evidence from a systematic review","year":2025,"lang":"en","type":"review","venue":"Discover Oncology","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cancer; CYP24A1; Medicine; Biology; Evolutionary biology; Genetics; Gene","authors":[{"name":"Shanmugam Manoharan","is_ca":false},{"name":"Vithiya Dewarajan","is_ca":false},{"name":"Sau Har Lee","is_ca":false},{"name":"Yin Sim Tor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05438541885102246,"gpt":0.3949934988718749,"spread":0.3406080800208525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008238412,0.00138298,0.008847318,0.007805143,0.0005397448,0.002716698,0.001738842,0.001670707,0.004898869],"category_scores_gemma":[0.04884078,0.0009377059,0.01125573,0.01265391,0.0008294702,0.001721898,0.001349439,0.001029168,0.0003572929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002322963,"about_ca_system_score_gemma":0.008403837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009557716,"about_ca_topic_score_gemma":0.02307869,"domain_scores_codex":[0.9922708,0.002490165,0.003057049,0.000821423,0.001127451,0.0002330879],"domain_scores_gemma":[0.9543887,0.03557798,0.006511639,0.0006414844,0.002603575,0.0002766771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002994623,0.00001097271,0.003101345,0.9368728,0.03449864,0.0001173019,0.0001440089,0.0001153666,0.0001439407,0.0001697015,0.001250722,0.02327576],"study_design_scores_gemma":[0.0003261049,0.0001392543,0.01535582,0.64748,0.3212273,0.0004496516,0.000236553,0.0001115608,0.0001642293,0.0005094084,0.01395027,0.00004986892],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001682622,0.9964793,0.0001590618,0.0003193758,0.00007337703,0.0001470618,0.0009056642,0.000007342011,0.0002262725],"genre_scores_gemma":[0.03224482,0.9652398,0.0005698975,0.000683215,0.00009763084,0.0003926191,0.0006604084,0.000009781942,0.0001017769],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009557716,"threshold_uncertainty_score":0.04356939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416794994","doi":"10.1007/s12672-025-04144-0","title":"Research progress and frontier trends in liver cancer immunotherapy in the post-COVID-19 era (2020–2024): a visualization analysis based on bibliometric methods","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Natural Science Foundation of Ningxia Province","keywords":"Multidisciplinary approach; Frontier; Translational research; Pandemic; Liver cancer; Immunotherapy; Visualization; Cancer immunotherapy; 2019-20 coronavirus outbreak","authors":[{"name":"Shicai Liang","is_ca":false},{"name":"Xusheng Zhang","is_ca":false},{"name":"Xuebo Wang","is_ca":false},{"name":"Yannan Xie","is_ca":false},{"name":"Jialong Wang","is_ca":false},{"name":"Jiawei Wang","is_ca":false},{"name":"Bendong Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05701420962065415,"gpt":0.5152336314925254,"spread":0.4582194218718713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.005711391,0.0008643314,0.0008666385,0.1001979,0.000920867,0.00496286,0.0005699671,0.0006334677,0.003803959],"category_scores_gemma":[0.01924876,0.0002101282,0.001857731,0.111308,0.0006072911,0.004066869,0.002356386,0.0005693866,0.0009585859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002950995,"about_ca_system_score_gemma":0.003567368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193877,"about_ca_topic_score_gemma":0.01000543,"domain_scores_codex":[0.9967815,0.0005833897,0.0005410784,0.0003866087,0.00135159,0.0003557273],"domain_scores_gemma":[0.9833146,0.007353926,0.00404509,0.000534948,0.004085273,0.0006662236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005238683,0.0001181531,0.6064414,0.006577154,0.001189088,0.0008382672,0.01055375,0.007426838,0.003764607,0.02117833,0.03457308,0.3068155],"study_design_scores_gemma":[0.00005094774,0.0001677095,0.8347773,0.001968869,0.0007287791,0.0009475322,0.01234587,0.01681994,0.002194902,0.0107307,0.1191128,0.0001545985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7433312,0.04366575,0.01433875,0.008238478,0.0005379578,0.0006305868,0.1133252,0.003125459,0.07280657],"genre_scores_gemma":[0.9393995,0.01086054,0.01723991,0.0001662484,0.0002543556,0.0004476937,0.02886551,0.0001838344,0.00258234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8998021,"threshold_uncertainty_score":0.03020507,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4417528021","doi":"10.1007/s12672-025-04295-0","title":"Functional role of cancer stem cell like exosomes on survival and drug resistance behaviors of colorectal cancer cells","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Extracellular vesicles in disease","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 Alberta","funders":"Iran University of Medical Sciences","keywords":"Microvesicles; Cancer stem cell; Colorectal cancer; Stem cell; Viability assay; Drug resistance; Cell; Cancer cell; Cancer","authors":[{"name":"Elmira Gheytanchi","is_ca":false},{"name":"Marzieh Naseri","is_ca":false},{"name":"Feridoun Karimi‐Busheri","is_ca":true},{"name":"Fatemeh Tajik","is_ca":false},{"name":"Faezeh Vakhshiteh","is_ca":false},{"name":"Roya Ghods","is_ca":false},{"name":"Zahra Madjd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005703332345314832,"gpt":0.2661338696774583,"spread":0.2604305373321435,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001219738,0.0002180274,0.0002225301,0.0002025251,0.0001246327,0.0002629702,0.00007223766,0.0002001045,0.000829613],"category_scores_gemma":[0.0001688487,0.0000625737,0.0002323315,0.000142268,0.0001379348,0.0002268112,0.0001969586,0.0001603044,0.0001399001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607175,"about_ca_system_score_gemma":0.0001754747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002327871,"about_ca_topic_score_gemma":0.0003016128,"domain_scores_codex":[0.9998984,0.00001764676,0.00001023309,0.00001641834,0.00003557483,0.00002174536],"domain_scores_gemma":[0.9999138,0.00001640435,0.00002498328,0.000007696621,0.00002111445,0.0000160023],"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":[0.0004573211,0.00005436411,0.004833271,0.0002297113,0.0000224693,0.0003275972,0.00007947534,0.0001310377,0.9856442,0.0001836277,0.0001012847,0.007935711],"study_design_scores_gemma":[0.00002380953,0.0008484924,0.06888622,0.00003630541,0.00009168294,0.001071177,0.0002191895,0.001218814,0.9215291,0.00009951415,0.005966279,0.000009352667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956082,0.002425371,0.000828573,0.00007090416,0.000018238,0.00001780545,0.000238622,0.00002528561,0.0007669745],"genre_scores_gemma":[0.99734,0.001100106,0.0004994143,0.00003049726,0.000006769568,0.00001985926,0.0002553903,0.000003967119,0.0007439289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000829613,"threshold_uncertainty_score":0.002775311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413832883","doi":"10.1007/s12672-025-03436-9","title":"CD44 overexpression as a mediator of drug resistance in oral cancer: a meta-analysis unveiling molecular underpinnings and therapeutic implications","year":2025,"lang":"en","type":"article","venue":"Discover Oncology","topic":"Proteoglycans and glycosaminoglycans research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mediator; Meta-analysis; Drug resistance; Drug; CD44; Cancer; Medicine; Oncology; Pharmacology; Internal medicine; Biology; Genetics","authors":[{"name":"Shushu Miao","is_ca":false},{"name":"Caiqiong Wang","is_ca":false},{"name":"Anqi Zheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02812663710150868,"gpt":0.3778880872278508,"spread":0.3497614501263421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01777742,0.002186008,0.01184757,0.005975898,0.0006619494,0.003873243,0.002062442,0.00196856,0.002179128],"category_scores_gemma":[0.02617248,0.001088659,0.03597174,0.007713736,0.0007855394,0.001575023,0.001600753,0.001618013,0.0001817134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685295,"about_ca_system_score_gemma":0.002158171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004660026,"about_ca_topic_score_gemma":0.00761306,"domain_scores_codex":[0.9876766,0.006103711,0.002927839,0.001708578,0.001092883,0.0004904559],"domain_scores_gemma":[0.9694957,0.02351209,0.003971668,0.001430473,0.001224178,0.0003659916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00271193,0.00002416991,0.03824822,0.08024836,0.8676663,0.000172433,0.00007439668,0.0007615336,0.0004081535,0.0001695141,0.0003907116,0.0091243],"study_design_scores_gemma":[0.0002779782,0.0001494965,0.01507679,0.004899581,0.9779708,0.0000983153,0.00004011463,0.0003713942,0.0001383944,0.0002411406,0.0007182711,0.00001785159],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02378855,0.9736624,0.000931359,0.0003448014,0.0001255257,0.0001214881,0.0006647885,0.00002594241,0.0003351572],"genre_scores_gemma":[0.717103,0.2768933,0.002379388,0.0009939381,0.0003802294,0.0005875184,0.001277799,0.00005188648,0.0003329355],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01777742,"threshold_uncertainty_score":0.09401709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}