{"id":"W4396568732","doi":"10.1016/j.amjcard.2024.04.047","title":"Comparing Measures of Adherence and Persistence to P2Y12 Inhibitors in Acute Coronary Syndromes","year":2024,"lang":"en","type":"letter","venue":"The American Journal of Cardiology","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Western University; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research","keywords":"Persistence (discontinuity); P2Y12; Medicine; Acute coronary syndrome; Internal medicine; Percutaneous coronary intervention; Myocardial infarction; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01004301,0.0002272899,0.0006024268,0.0008429106,0.0006544751,0.0008697913,0.0006853438,0.003564648,0.001927248],"category_scores_gemma":[0.06041394,0.0001409259,0.0003785457,0.001371767,0.0005885709,0.0007085635,0.0004433691,0.002308093,0.0007541882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088119,"about_ca_system_score_gemma":0.0009518312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004123216,"about_ca_topic_score_gemma":0.006126246,"domain_scores_codex":[0.9878968,0.008202707,0.001323687,0.0003950174,0.001889298,0.0002924834],"domain_scores_gemma":[0.9565083,0.03284471,0.003489566,0.001045837,0.005181736,0.0009297162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003020176,0.000759295,0.4273168,0.0007348987,0.0003941143,0.002116629,0.001046956,0.0004487819,0.0006273555,0.003563775,0.2933302,0.266641],"study_design_scores_gemma":[0.00188368,0.003687259,0.7644892,0.003799456,0.0005299975,0.007753795,0.00355002,0.006885229,0.002324943,0.02917852,0.1757223,0.0001956226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2204046,0.02092784,0.002591146,0.7100314,0.009984097,0.0003199687,0.002781965,0.00007547195,0.03288342],"genre_scores_gemma":[0.7576772,0.008142305,0.005424255,0.2065445,0.01561519,0.0009983645,0.0008389293,0.00003250441,0.004726762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01004301,"threshold_uncertainty_score":0.05311316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0900043142797719,"score_gpt":0.3148198512667723,"score_spread":0.2248155369870004,"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."}}