{"id":"W4389849129","doi":"10.1016/j.cjco.2023.12.011","title":"ICD Implantation Rates in Cardiac Arrest Survivors in Canada","year":2023,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Guideline; Implantable cardioverter-defibrillator; Emergency medicine; Intensive care medicine; Cardiology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003418472,0.00006702047,0.0002577594,0.0001118339,0.00002473964,0.00002435003,0.00007693985,0.0000317574,0.00001916178],"category_scores_gemma":[0.00007371285,0.00006053346,0.00002594747,0.0005499021,0.00001040966,0.00009258671,0.00005573574,0.00009441176,0.00006578505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002475798,"about_ca_system_score_gemma":0.0007254059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9388763,"about_ca_topic_score_gemma":0.9822147,"domain_scores_codex":[0.9992914,0.00006661179,0.0001661492,0.0001511055,0.0001449225,0.0001797693],"domain_scores_gemma":[0.9996516,0.0001174587,0.00002746076,0.0001223585,0.00002354087,0.00005765584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008072603,0.000007649332,0.98943,0.00003505644,0.00001511206,0.0001917073,0.0004531968,0.000211017,0.0006772797,0.00005053215,0.00593963,0.00290813],"study_design_scores_gemma":[0.0007009455,0.000006934189,0.9920854,0.00007922661,0.000008441852,6.61761e-7,0.001713261,0.0001959461,0.000305771,0.00006750525,0.004760335,0.00007555437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892945,0.0000493273,7.467552e-7,0.0007912213,0.002128535,0.0005068523,0.00001988068,0.00001258864,0.007196332],"genre_scores_gemma":[0.9990528,0.00009880837,0.00001683096,0.0001028882,0.0001038675,0.00005040494,0.0002717887,0.00001087241,0.0002917396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04333837,"threshold_uncertainty_score":0.2468483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599505770101424,"score_gpt":0.3011298262100859,"score_spread":0.2851347685090717,"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."}}