{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004913363,0.0003308295,0.0004662875,0.002579235,0.001886675,0.001595604,0.001313993,0.000529426,0.004741539],"category_scores_gemma":[0.004462557,0.000315866,0.000807654,0.004886586,0.0005572629,0.0004018003,0.0009807004,0.001195295,0.0004150181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02509906,"about_ca_system_score_gemma":0.03500235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880686,"about_ca_topic_score_gemma":0.9904598,"domain_scores_codex":[0.9985863,0.00005421033,0.0001550625,0.0002367562,0.0005426715,0.0004249391],"domain_scores_gemma":[0.9946883,0.00028822,0.001284663,0.0001331216,0.002590966,0.001014682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006819132,0.0000246463,0.9765667,0.0001338643,0.00008250379,0.0001778717,0.0003484161,0.0003122528,0.0001008895,0.0002757112,0.01350706,0.008401927],"study_design_scores_gemma":[0.00002315042,0.0000217597,0.992638,0.0001869635,0.00005561835,0.0002630531,0.0008844133,0.0006406464,0.00007793131,0.00008176616,0.005096775,0.00002997708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8506125,0.005457759,0.0005734796,0.003769569,0.000211643,0.0001896902,0.1252258,0.0001383369,0.0138213],"genre_scores_gemma":[0.9649553,0.004010749,0.0004450953,0.0008172884,0.00005083952,0.00007520885,0.02725108,0.00002846396,0.002366002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02509906,"threshold_uncertainty_score":0.1821073,"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."}}