{"id":"W2528468257","doi":"10.1016/j.cjco.2019.04.003","title":"The Effect of Shock Burden on Heart Failure and Mortality","year":2019,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Health Sciences Centre","funders":"Nova Scotia Health Authority","keywords":"Medicine; Hazard ratio; Internal medicine; Heart failure; Shock (circulatory); Confidence interval; Cardiology; Prospective cohort study; Implantable cardioverter-defibrillator; Cohort; Cohort study; Proportional hazards model; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003019058,0.00005250801,0.0003227008,0.0000109672,0.00005335639,0.00002307843,0.00001781031,0.00002177197,0.000009882162],"category_scores_gemma":[0.00008098369,0.00002845636,0.0000460727,0.00004309405,0.00003553485,0.0000220052,0.00008890553,0.0000442296,0.00006042082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007098966,"about_ca_system_score_gemma":0.000009806769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009453175,"about_ca_topic_score_gemma":0.000005157192,"domain_scores_codex":[0.9996016,0.00004188887,0.00007961654,0.000101037,0.0001103586,0.00006550633],"domain_scores_gemma":[0.9994439,0.0002472913,0.00002510819,0.0002327778,0.00002350018,0.00002735406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003099075,0.000003348446,0.9610294,0.00007438705,0.0002030763,0.000001097463,0.0001964943,0.00001614481,0.001705221,0.0002069874,0.03499596,0.001257945],"study_design_scores_gemma":[0.001880983,0.0008320824,0.7238802,0.0001441254,0.00009973409,0.0000445729,0.0002625005,0.00001611962,0.004873451,0.0000386733,0.2678471,0.00008047726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876231,0.0002305245,4.109999e-7,0.0006117348,0.00007595858,0.0004225299,0.000003110363,0.000007638037,0.111025],"genre_scores_gemma":[0.9978372,0.00001346055,0.00001187474,0.00006021884,0.00006075429,0.000005699228,0.000001643934,0.000004482408,0.00200468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2371492,"threshold_uncertainty_score":0.1160417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584763213072449,"score_gpt":0.3319744928893579,"score_spread":0.3161268607586334,"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."}}