{"id":"W2770798977","doi":"10.1177/1060028017743517","title":"Association Between Metformin Adherence and All-Cause Mortality Among New Users of Metformin: A Nested Case-Control Study","year":2017,"lang":"en","type":"article","venue":"Annals of Pharmacotherapy","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Université de Montréal","funders":"Canadian Institutes of Health Research; Réseau Québécois de Recherche sur les Médicaments","keywords":"Metformin; Medicine; Nested case-control study; Internal medicine; Case-control study; Insulin","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087125,0.0001742804,0.0005746688,0.00008380349,0.00009893435,0.00002698127,0.0002301055,0.0000846128,0.0005756977],"category_scores_gemma":[0.0002193173,0.0001504566,0.0001033054,0.00009955972,0.0001023963,0.0003882164,0.00002290481,0.0001647413,0.00001087199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001647379,"about_ca_system_score_gemma":0.0001215649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749552,"about_ca_topic_score_gemma":0.00008674483,"domain_scores_codex":[0.9983891,0.00009959461,0.000555925,0.0002545203,0.0004646606,0.0002361571],"domain_scores_gemma":[0.9976696,0.0001659971,0.001085147,0.0005186415,0.0002979701,0.0002625909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001740829,0.0002558505,0.9457097,0.00005902788,0.003959878,0.00007832392,0.0007860672,6.523045e-7,0.01205872,0.00001117703,0.003076281,0.03383026],"study_design_scores_gemma":[0.00692967,0.0008616435,0.9177405,0.0001128837,0.001602247,0.00002329795,0.0004553016,0.0002009738,0.07091172,0.0001571063,0.0008237109,0.0001809172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969054,0.0005407956,0.0001404445,0.0008864994,0.00007338246,0.001066659,0.00004243759,0.00002304673,0.0003212871],"genre_scores_gemma":[0.996524,0.001097692,0.0001086466,0.0005458817,0.0001308919,0.00003732381,0.000004353675,0.00001585616,0.001535361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.058853,"threshold_uncertainty_score":0.6303486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2823025691569146,"score_gpt":0.4836405992947312,"score_spread":0.2013380301378166,"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."}}