{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"18a928f17cee","filters":{"venue":"Convergent Science Physical Oncology"}},"results":[{"id":"W2443501998","doi":"10.1088/2057-1739/2/2/023001","title":"Cancer dissemination from a physical sciences perspective","year":2016,"lang":"en","type":"article","venue":"Convergent Science Physical Oncology","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lawson Health Research Institute; London Health Sciences Centre; Western University","funders":"","keywords":"Extravasation; Metastasis; Cancer; Cancer metastasis; Medicine; Cancer cell; Invadopodia; Disease; Circulating tumor cell; Cancer research; Pathology; Internal medicine","authors":[{"name":"Karla C. Williams","is_ca":true},{"name":"Eugene Wong","is_ca":true},{"name":"Hon S. Leong","is_ca":true},{"name":"Dwayne N. Jackson","is_ca":true},{"name":"Alison L. Allan","is_ca":true},{"name":"Ann F. Chambers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0165289488000863,"gpt":0.3728728205669224,"spread":0.3563438717668361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001382401,0.000110794,0.00013587,0.00005084151,0.0002295488,0.00002297857,0.0003527351,0.00004255536,0.0001271499],"category_scores_gemma":[0.0001897891,0.00007332992,0.00009424234,0.0002507975,0.0008465173,0.00002509254,0.0001791009,0.00005727844,0.00007747555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889487,"about_ca_system_score_gemma":0.0003876341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009465835,"about_ca_topic_score_gemma":0.00002843088,"domain_scores_codex":[0.9987837,0.00003851,0.00009516419,0.0005668692,0.0002363198,0.0002794311],"domain_scores_gemma":[0.999342,0.00006498319,0.00007850153,0.0001913134,0.0002018355,0.0001214109],"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":[0.0000203289,0.0002223774,0.0001280155,4.414578e-7,0.00001228079,7.932516e-7,0.0002394617,0.000004169632,0.9783865,0.01194345,0.0005810102,0.008461208],"study_design_scores_gemma":[0.0002517156,0.0006378329,0.001245161,0.00001371597,0.00001915445,0.000001810587,0.0003661904,0.002620394,0.9721549,0.00605126,0.01646732,0.0001705693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903388,0.0000659468,0.003988765,0.002537498,0.0007124316,0.0001043812,0.00003091464,0.0000119722,0.002209272],"genre_scores_gemma":[0.9985014,0.00007423977,0.00007865267,0.0001470389,0.0006595612,0.0000426533,0.000004447948,0.000006725642,0.0004853008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01588631,"threshold_uncertainty_score":0.3119028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805119089","doi":"10.1088/2057-1739/aac8ea","title":"Heterogeneous radiotherapy dose-outcomes response in parotid glands","year":2018,"lang":"en","type":"article","venue":"Convergent Science Physical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":11,"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; BC Cancer Agency","funders":"","keywords":"Radiation therapy; Parotid gland; Medicine; Cohort; Homogeneous; Segmentation; Nuclear medicine; Mathematics; Radiology; Computer science; Internal medicine; Artificial intelligence; Pathology","authors":[{"name":"Haley Clark","is_ca":true},{"name":"Steven Thomas","is_ca":true},{"name":"Stefan A. Reinsberg","is_ca":true},{"name":"Vitali Moiseenko","is_ca":false},{"name":"Allan Hovan","is_ca":true},{"name":"Jonn Wu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0340790068409998,"gpt":0.3878308874852146,"spread":0.3537518806442148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005875425,0.0001469588,0.0005706114,0.0001637214,0.0001490181,0.000009357872,0.000208129,0.00005256733,0.0001868832],"category_scores_gemma":[0.000224481,0.0001059994,0.00009244504,0.0006298277,0.001550353,0.00008130111,0.00008264765,0.0001401072,0.0001356679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005024172,"about_ca_system_score_gemma":0.000720419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003627213,"about_ca_topic_score_gemma":0.00003152045,"domain_scores_codex":[0.9984171,0.0001018064,0.0002191327,0.0004299529,0.0003238795,0.0005081139],"domain_scores_gemma":[0.9990886,0.0002195757,0.000054787,0.0002899861,0.0001115036,0.0002355701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01330659,0.002917843,0.480564,0.00003818163,0.000129879,0.0004219813,0.01114708,0.00002268147,0.4568157,0.0007071899,0.002729502,0.03119935],"study_design_scores_gemma":[0.005154106,0.01168543,0.8944136,0.00003691977,0.00002679618,0.00006589192,0.0001299133,0.002972788,0.04014798,0.0002052446,0.04489699,0.0002643839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910406,0.00007643395,0.00004363833,0.006460215,0.0008920927,0.0002637561,0.000001730737,0.00004085296,0.001180632],"genre_scores_gemma":[0.9963502,0.00006296208,0.0001890443,0.002724414,0.0003125148,0.00004094598,5.971328e-7,0.000009543393,0.0003097892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4166677,"threshold_uncertainty_score":0.571234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736456990","doi":"10.1088/2057-1739/aa7dec","title":"Predictive modeling of therapy induced secondary thyroid malignancies in childhood cancer survivors","year":2017,"lang":"en","type":"article","venue":"Convergent Science Physical Oncology","topic":"Multiple and Secondary Primary Cancers","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":"Fields Institute for Research in Mathematical Sciences; Princess Margaret Cancer Centre; University of Toronto; University of Waterloo","funders":"","keywords":"Medicine; Thyroid cancer; Oncology; Chemotherapy; Radiation therapy; Malignancy; Cancer; Internal medicine; Relative risk","authors":[{"name":"Venkata Manem","is_ca":true},{"name":"Mohammad Kohandel","is_ca":true},{"name":"David Hodgson","is_ca":true},{"name":"S. Sivaloganathan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04865250127660695,"gpt":0.3537129639222846,"spread":0.3050604626456777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004187003,0.0001739981,0.0005942726,0.0001656834,0.0002534884,0.00001851689,0.000539704,0.00008861625,0.0001794131],"category_scores_gemma":[0.0001344457,0.0001424528,0.000121033,0.000223021,0.0009340825,0.0004744434,0.0001731179,0.0003508622,0.00000760225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003932515,"about_ca_system_score_gemma":0.003083205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650521,"about_ca_topic_score_gemma":0.000327521,"domain_scores_codex":[0.9983083,0.0000473523,0.000324166,0.000492844,0.0003924045,0.0004349193],"domain_scores_gemma":[0.9987602,0.00006304356,0.0002438835,0.0005347934,0.0002021311,0.0001959679],"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":[0.001164376,0.001672131,0.08495755,0.00007482774,0.0001219731,0.00005322197,0.01175389,0.001918223,0.8057759,0.000641454,0.00007516945,0.09179121],"study_design_scores_gemma":[0.006528353,0.002729892,0.7303953,0.0001256182,0.00004503828,0.00001044229,0.0009720651,0.1269809,0.1302833,0.0009111721,0.0006593255,0.0003585896],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913361,0.0002314068,0.00005334413,0.0009424262,0.0007749425,0.0004648171,0.00001983005,0.0000187408,0.006158357],"genre_scores_gemma":[0.9986404,0.0004653241,0.00005294929,0.0005245233,0.0001859891,0.0000653833,0.000003938481,0.00001247454,0.0000490835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6754926,"threshold_uncertainty_score":0.5809055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}