{"id":"W2055452548","doi":"10.3390/metabo3041051","title":"Metformin: On Ongoing Journey across Diabetes, Cancer Therapy and Prevention","year":2013,"lang":"en","type":"article","venue":"Metabolites","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"Ministero dell’Istruzione, dell’Università e della Ricerca","keywords":"Metformin; Medicine; Cancer; Clinical trial; Diabetes mellitus; Cancer prevention; Cancer incidence; Type 2 diabetes; Bioinformatics; Intensive care medicine; Oncology; Internal medicine; Endocrinology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002724603,0.0002153843,0.0002584062,0.0000374088,0.0001315097,0.0001148736,0.0001488477,0.0001217832,0.0002839211],"category_scores_gemma":[0.00005435068,0.0001704268,0.0001088209,0.00009419413,0.00007440609,0.00001709529,0.00006216329,0.00009992871,0.00002673995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008342186,"about_ca_system_score_gemma":0.00004013414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006810622,"about_ca_topic_score_gemma":0.00002657767,"domain_scores_codex":[0.9987422,0.00007881598,0.0002178856,0.0003678149,0.0001586835,0.0004346159],"domain_scores_gemma":[0.9993475,0.00001625442,0.0001061571,0.0002996831,0.0001043416,0.0001260656],"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":[0.00001759485,0.0000421828,0.007066078,0.00001932416,0.0001331185,1.751881e-7,0.0001298899,0.000005919881,0.1544875,0.0001834693,0.002487767,0.835427],"study_design_scores_gemma":[0.0006943608,0.0001158082,0.02254706,0.00002232941,0.00002290667,7.559321e-7,0.00006960911,0.00001926718,0.4436072,0.0006485715,0.5320232,0.0002289589],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.620082,0.3792122,0.0000136345,0.00003415262,0.0002054779,0.0001851851,0.00002041611,0.00001106181,0.0002358584],"genre_scores_gemma":[0.7223675,0.2723764,0.0005005862,0.001622007,0.000955982,0.0003750629,0.00005866844,0.00004685584,0.001696869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.835198,"threshold_uncertainty_score":0.6949801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592897176593641,"score_gpt":0.2998842267706893,"score_spread":0.2739552550047529,"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."}}