{"id":"W3124693041","doi":"10.1161/circep.120.009422","title":"Predicting Sudden Cardiac Death After Myocardial Infarction","year":2021,"lang":"en","type":"letter","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Myocardial infarction; Medicine; Sudden cardiac death; Nova scotia; Internal medicine; Queen (butterfly); Cardiology; Sudden death; Incidence (geometry); Demography; History","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":[0.001127105,0.0003679398,0.0007422433,0.0008663734,0.001522256,0.001557579,0.0005298821,0.009448997,0.003229705],"category_scores_gemma":[0.0115166,0.000325042,0.0004785773,0.0005734562,0.0005144738,0.0007086128,0.000489164,0.005901665,0.002475053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008100198,"about_ca_system_score_gemma":0.001085451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003513556,"about_ca_topic_score_gemma":0.009206872,"domain_scores_codex":[0.9992957,0.0002581666,0.0001048696,0.00006205583,0.0001127927,0.0001663457],"domain_scores_gemma":[0.996251,0.002160008,0.0002545426,0.000119932,0.0004968468,0.0007175985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006770769,0.0003347785,0.5422379,0.0001103566,0.00009951702,0.06270386,0.000642215,0.00066974,0.001129785,0.002308217,0.3199329,0.06915374],"study_design_scores_gemma":[0.000985879,0.001584635,0.5405223,0.001660416,0.0006288764,0.1472041,0.007070914,0.02282266,0.002128428,0.03740348,0.2376319,0.0003564247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1966042,0.003423218,0.001070343,0.7027771,0.01745373,0.0001184377,0.0007258463,0.0001174742,0.07770966],"genre_scores_gemma":[0.6614338,0.002638564,0.001731441,0.2666314,0.05127749,0.0001228556,0.0006985003,0.0000563556,0.01540963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009448997,"threshold_uncertainty_score":0.01080447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009748658443148758,"score_gpt":0.231557954040545,"score_spread":0.2218092955973962,"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."}}