{"id":"W4213412242","doi":"10.1093/eurheartj/ehac116","title":"P2Y12 inhibitor adherence trajectories in patients with acute coronary syndrome undergoing percutaneous coronary intervention: prognostic implications","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Medicine; Mace; Conventional PCI; Percutaneous coronary intervention; Acute coronary syndrome; Hazard ratio; Internal medicine; Proportional hazards model; Confidence interval; Cohort; Cardiology; Logistic regression; Coronary artery disease; Myocardial infarction","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003358509,0.000159695,0.0002310809,0.0001393297,0.0004152601,0.00004371195,0.0002028666,0.00001765757,0.002378809],"category_scores_gemma":[0.00006503797,0.0001415111,0.00008359311,0.0003442334,0.00008275922,0.0001679983,0.0001103178,0.0007400649,0.000250493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000211385,"about_ca_system_score_gemma":0.0002876048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002761815,"about_ca_topic_score_gemma":0.00000293958,"domain_scores_codex":[0.9981816,0.0003394251,0.0004323818,0.0002752194,0.0004857272,0.000285594],"domain_scores_gemma":[0.9991217,0.00008477307,0.0001851762,0.0002606238,0.0001216091,0.0002260865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000375578,0.0005819293,0.990539,0.00003262115,0.00007055877,0.002389304,0.000285607,0.00002444567,0.0001312708,0.00002473562,0.003595213,0.001949792],"study_design_scores_gemma":[0.001781965,0.003700659,0.9472393,0.0003797229,0.00005659209,0.04455827,0.0004473797,0.00001302545,0.000002644755,0.00003763803,0.001635565,0.0001472328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99679,0.0002375491,0.0001521455,0.001064557,0.0003025029,0.0004906328,0.00001782894,0.00005307558,0.0008916927],"genre_scores_gemma":[0.9968057,0.00002818805,0.0007313039,0.0005779856,0.00007592935,0.00003359648,0.00006138362,0.00003709207,0.001648801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04329964,"threshold_uncertainty_score":0.9985331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03371502427042695,"score_gpt":0.2864045609132129,"score_spread":0.252689536642786,"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."}}