{"id":"W2331884938","doi":"10.1097/01.cot.0000459944.50441.8c","title":"Still Seeking Efficacy in Metformin","year":2014,"lang":"en","type":"article","venue":"Oncology Times","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Metformin; Clinical trial; Cancer; Colorectal cancer; Internal medicine; Clinical endpoint; Oncology; Cancer prevention; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003712868,0.0001133302,0.000213195,0.00004976829,0.00002239546,0.000007758602,0.0001578575,0.0001988035,0.0001928423],"category_scores_gemma":[0.0001571254,0.0001041135,0.00005797842,0.000068938,0.00006887149,0.000002842346,0.00006955965,0.00009489154,0.00006438919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002138626,"about_ca_system_score_gemma":0.00008256683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001597522,"about_ca_topic_score_gemma":0.00007787565,"domain_scores_codex":[0.9991254,0.0001159453,0.0001701464,0.0002600895,0.0000626699,0.0002657068],"domain_scores_gemma":[0.9995813,0.0000410961,0.00006223493,0.0002286478,0.00002849898,0.00005826189],"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":[0.00007443415,0.0001998012,0.00181776,0.00001402385,0.00004602993,0.000004919727,0.0001921731,0.00007746918,0.05183876,0.000788182,0.01354762,0.9313988],"study_design_scores_gemma":[0.0009049411,0.0002155295,0.001658918,0.000006248418,0.00001472441,0.000004815,0.00002502036,0.0001142254,0.03180151,0.0001795468,0.9649435,0.0001309711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898875,0.05350678,0.0003587778,0.00008572273,0.0004608958,0.0001499865,0.000004554177,0.00001921719,0.04653905],"genre_scores_gemma":[0.9882171,0.005436596,0.001223617,0.001352578,0.0006024824,0.00003776857,0.00004717803,0.00002388672,0.003058851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9513959,"threshold_uncertainty_score":0.4245625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009730937124725348,"score_gpt":0.278641861426575,"score_spread":0.2689109243018497,"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."}}