{"id":"W4396953788","doi":"10.1161/circ.149.suppl_1.p305","title":"Abstract P305: Room for Improved Secondary Prevention of Major Cardiovascular Events Among the Population With New Onset Diabetes: A Longitudinal Latent Class Trajectory Analysis","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Institut National de Santé Publique du Québec; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Diabetes mellitus; Latent class model; Population; Type 2 diabetes; Gerontology; Internal medicine; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004606021,0.0004006602,0.0004479284,0.001336172,0.0009666572,0.001346547,0.0008265198,0.0004831428,0.005627103],"category_scores_gemma":[0.007313799,0.0002647795,0.001785512,0.002210635,0.0002801597,0.0008290017,0.001429496,0.001295895,0.0005937662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407523,"about_ca_system_score_gemma":0.0029115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1209206,"about_ca_topic_score_gemma":0.08778955,"domain_scores_codex":[0.9989595,0.0005077016,0.00006200172,0.0002102779,0.0001079364,0.0001524757],"domain_scores_gemma":[0.9975157,0.0006885575,0.0005645293,0.0004305223,0.0004963572,0.000304473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000340891,0.0001572907,0.9802218,0.00004669043,0.0002939803,0.00004970004,0.0002589751,0.002684881,0.0001494193,0.0009187431,0.002773148,0.01210445],"study_design_scores_gemma":[0.00005414569,0.0002543128,0.9306836,0.00009603473,0.0002504381,0.00009435993,0.0008074178,0.06332352,0.000146579,0.00208309,0.002177895,0.00002860478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570081,0.0004932124,0.01788537,0.001608162,0.00004873419,0.0002945566,0.02102424,0.0001216133,0.00151611],"genre_scores_gemma":[0.9776439,0.0002209776,0.00813198,0.00007805479,0.00001868212,0.0002349792,0.01212205,0.0000265062,0.001522956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1209206,"threshold_uncertainty_score":0.2404335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784059785347787,"score_gpt":0.2663031167253261,"score_spread":0.2484625188718482,"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."}}