{"id":"W4285267325","doi":"10.2139/ssrn.4109078","title":"Duration of Diabetes, Glycemic Control and Risk of Heart Failure Among Adults with Diabetes: A Cohort Study","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Cargill (Canada)","funders":"","keywords":"Glycemic; Medicine; Diabetes mellitus; Duration (music); Cohort; Internal medicine; Heart failure; Cohort study; Type 2 diabetes; Endocrinology","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":[0.00147174,0.001121559,0.00112567,0.001218662,0.001755416,0.002059097,0.001087138,0.001859843,0.002819396],"category_scores_gemma":[0.00225269,0.002079496,0.002748766,0.002700557,0.0005597056,0.001783794,0.001304193,0.002824664,0.0007030452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006584272,"about_ca_system_score_gemma":0.001107961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03556218,"about_ca_topic_score_gemma":0.03911468,"domain_scores_codex":[0.9989936,0.0002235789,0.0001274172,0.0003020438,0.0001267283,0.0002266966],"domain_scores_gemma":[0.9975904,0.0002917059,0.0006772424,0.0004985764,0.0002638683,0.0006781598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005660329,0.0003371298,0.9974202,0.00001103418,0.0005747629,0.0001305283,0.0001393346,0.00002302212,0.0002327908,0.00001600546,0.0001133235,0.0004358318],"study_design_scores_gemma":[0.00007189288,0.0003589351,0.9981901,0.000009838983,0.0003489493,0.0002032022,0.0004580938,0.0001501894,0.00003050701,0.0000189392,0.0001443662,0.0000149878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983063,0.0003264479,0.0001107986,0.00006819071,0.00003272809,0.00002118193,0.0007975302,0.000006244794,0.0003304629],"genre_scores_gemma":[0.9976641,0.0002959334,0.0001826778,0.0001018749,0.00004783522,0.00003739856,0.0009080256,0.000006350037,0.0007558168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03556218,"threshold_uncertainty_score":0.07071036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002155646273419,"score_gpt":0.1930383197240473,"score_spread":0.1908826734506283,"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."}}