{"id":"W2131520853","doi":"10.1161/circheartfailure.112.000162","title":"Comparative Safety and Effectiveness of Metformin in Patients With Diabetes Mellitus and Heart Failure","year":2013,"lang":"en","type":"review","venue":"Circulation Heart Failure","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":337,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Metformin; Diabetes mellitus; Internal medicine; Heart failure; Lactic acidosis; Relative risk; Endocrinology; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002806914,0.0003998759,0.002225461,0.0003253514,0.0000497585,0.00002918744,0.00003878047,0.0002018818,0.00003202983],"category_scores_gemma":[0.00002112035,0.0002830639,0.0001238322,0.0003464774,0.000117719,0.000202038,0.00005267555,0.0001975272,0.00001332609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167883,"about_ca_system_score_gemma":0.00005968194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001561543,"about_ca_topic_score_gemma":0.00001139519,"domain_scores_codex":[0.9983212,0.0002471401,0.0004704343,0.0004488258,0.000259648,0.0002527529],"domain_scores_gemma":[0.9989613,0.0003146749,0.0001957415,0.0002796749,0.0001276197,0.0001209942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001438476,0.0007107574,0.7085993,0.080482,0.001876545,0.000002910605,0.0002674728,0.00001825415,0.00001219543,0.0005268061,0.0006196761,0.2067402],"study_design_scores_gemma":[0.002903861,0.0004833959,0.4340795,0.01678165,0.001351185,0.000002197483,0.00003698527,0.00002171823,0.00001267576,0.00002732996,0.5439557,0.0003437425],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.11142,0.88241,0.00001295066,0.00007426763,0.00003888256,0.005905572,0.00003871649,0.00003161337,0.00006797234],"genre_scores_gemma":[0.4377888,0.5513778,0.005731928,0.0000894958,0.0001085668,0.001140922,0.003468358,0.0001914358,0.0001026043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5433361,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835007696063948,"score_gpt":0.2773345514922111,"score_spread":0.2589844745315717,"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."}}