{"id":"W2017579793","doi":"10.1016/s0167-5273(02)00364-9","title":"Can we predict which patients with implantable cardioverter defibrillators receive appropriate shock therapy? A study of 155 patients","year":2003,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Ejection fraction; Internal medicine; Cardiology; Dilated cardiomyopathy; Incidence (geometry); Shock (circulatory); Implantable cardioverter-defibrillator; Group B; Defibrillation; Heart failure; Cardiomyopathy","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":[0.0007536515,0.0004379775,0.0009614369,0.0006816533,0.0007748185,0.0008795194,0.0004321354,0.0007801957,0.001864816],"category_scores_gemma":[0.003137707,0.000480559,0.0005497618,0.001095534,0.0005516183,0.0009584858,0.0003885186,0.0007060381,0.0004760898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003158365,"about_ca_system_score_gemma":0.0003679147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292561,"about_ca_topic_score_gemma":0.003306414,"domain_scores_codex":[0.9995002,0.0001599112,0.00008228369,0.0001275071,0.00005769192,0.00007242089],"domain_scores_gemma":[0.9980933,0.0008436354,0.0005258969,0.0001065317,0.0001225607,0.0003080386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004419226,0.0001006075,0.9977947,0.00001408913,0.00006950414,0.0001462446,0.0002104573,0.00002492734,0.0002340864,0.00002150308,0.00004928797,0.0008926615],"study_design_scores_gemma":[0.0001076134,0.0008651172,0.996819,0.00001643886,0.0001234137,0.0004992872,0.0009360054,0.0001506508,0.00008720716,0.0000432646,0.0003415695,0.00001048739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993622,0.0001886621,0.00004212222,0.00002675616,0.000004852649,0.000007538829,0.0001289212,7.403573e-7,0.0002381653],"genre_scores_gemma":[0.9991273,0.0001721544,0.00008000086,0.00008479384,0.00001549894,0.00001922872,0.0003781163,0.00000165755,0.0001212676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002292561,"threshold_uncertainty_score":0.006238461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256632631772845,"score_gpt":0.2572309376529303,"score_spread":0.2446646113352018,"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."}}