{"id":"W4281770375","doi":"10.1016/j.metabol.2022.155223","title":"Metformin: Is it a drug for all reasons and diseases?","year":2022,"lang":"en","type":"review","venue":"Metabolism","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":269,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Simon Fraser University","funders":"","keywords":"Metformin; Drug; Medicine; Intensive care medicine; Pharmacology; Internal medicine; Insulin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004539153,0.0005795968,0.001892011,0.0009757069,0.001839689,0.005290663,0.001251878,0.005660469,0.008625614],"category_scores_gemma":[0.0110506,0.0002663412,0.0008806356,0.00120857,0.004281421,0.006997899,0.002220219,0.009927149,0.0038997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00185106,"about_ca_system_score_gemma":0.003709132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001686626,"about_ca_topic_score_gemma":0.003019277,"domain_scores_codex":[0.9970727,0.00103201,0.0003406905,0.0003732943,0.0009670619,0.0002142438],"domain_scores_gemma":[0.9930902,0.002781756,0.0008811982,0.0004833502,0.001443336,0.001320224],"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":[0.0004552034,0.0001240802,0.001750136,0.00282145,0.0001991386,0.0006395255,0.0003974657,0.0001263442,0.0008554296,0.0326955,0.3521352,0.6078005],"study_design_scores_gemma":[0.00005747167,0.000168468,0.0009507007,0.002628139,0.0001007994,0.0006529912,0.0002894754,0.00007559265,0.0002291827,0.01729191,0.9775171,0.00003824508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001604705,0.3990986,0.0009963786,0.5607071,0.02535589,0.0000234635,0.000207919,0.00007794183,0.01192799],"genre_scores_gemma":[0.02857574,0.549453,0.002952983,0.3557233,0.04462145,0.00009722353,0.0003810854,0.00008181508,0.01811344],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008625614,"threshold_uncertainty_score":0.02885562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04430039529030804,"score_gpt":0.3401805569410463,"score_spread":0.2958801616507382,"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."}}