{"id":"W2990015678","doi":"10.1093/jncics/pkz097","title":"Metformin and Exercise in Cancer: Better Together","year":2019,"lang":"en","type":"letter","venue":"JNCI Cancer Spectrum","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Metformin; Cancer; Diabetes mellitus; MEDLINE; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001587114,0.0005439116,0.0007294454,0.0001577641,0.00004471309,0.00006148682,0.0004022872,0.001018743,0.0009104902],"category_scores_gemma":[0.000009673718,0.0005047392,0.0001827625,0.0001502096,0.0001063904,0.0000102781,0.0001787665,0.0009026313,0.00003551184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138991,"about_ca_system_score_gemma":0.0003546058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001934737,"about_ca_topic_score_gemma":0.001191152,"domain_scores_codex":[0.997456,0.00006394367,0.0003830457,0.0009748622,0.0003125017,0.0008096283],"domain_scores_gemma":[0.9989347,0.00001403812,0.0002153307,0.0007202459,0.00004281949,0.0000728187],"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":[0.00006503796,0.00001742642,0.00293955,0.0003282059,0.0001258488,0.00003100205,0.00007617621,0.000008254326,0.0009541482,0.000004030144,0.8990309,0.0964194],"study_design_scores_gemma":[0.0008638056,0.00006015191,0.0005676795,0.0002578034,0.0001164483,0.000004264186,0.00001106424,0.000008706263,0.02020569,0.0001595067,0.9770695,0.0006753906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1144831,0.8200459,0.0000102619,0.06017188,0.002826783,0.0007633772,0.0004293756,0.00002415061,0.001245181],"genre_scores_gemma":[0.002595737,0.5431933,0.00009049258,0.4287292,0.01133799,0.0007932147,0.0003154064,0.0002180693,0.01272652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3685574,"threshold_uncertainty_score":0.9997404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106924029017567,"score_gpt":0.2577569728011483,"score_spread":0.2470645698993916,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}