{"id":"W2525123231","doi":"10.1016/j.cjca.2016.07.212","title":"DO CANADIAN ICD CLINICS USE SHOCK REDUCTION IMPLANTABLE CARDIOVERTER-DEFIBRILLATOR PROGRAMMING?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Implantable cardioverter-defibrillator; Shock (circulatory); Reduction (mathematics); Internal medicine; Cardiology; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080701,0.0002602083,0.00041436,0.001543898,0.003500395,0.002801581,0.002309582,0.002170303,0.0149643],"category_scores_gemma":[0.01203429,0.000440292,0.0008125853,0.004629872,0.001080551,0.001232808,0.0007332199,0.002342119,0.0007043479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03153052,"about_ca_system_score_gemma":0.06226622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9737898,"about_ca_topic_score_gemma":0.9916602,"domain_scores_codex":[0.9967871,0.0001976529,0.0001986541,0.0003323025,0.001135863,0.00134846],"domain_scores_gemma":[0.9884961,0.001133358,0.003405374,0.0001779552,0.003727735,0.003059488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001374041,0.0002513531,0.8802088,0.0003234109,0.0001945543,0.0005814329,0.001342612,0.0002487892,0.0001624262,0.00363124,0.06798871,0.0449292],"study_design_scores_gemma":[0.00007566747,0.00003207943,0.9709451,0.0007579144,0.0001632612,0.0006683986,0.006932664,0.0004528183,0.00008477201,0.0005309626,0.01930729,0.00004897475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5938224,0.0202839,0.0005872083,0.2364124,0.002190404,0.0002135984,0.01408063,0.0001101872,0.1322992],"genre_scores_gemma":[0.9644617,0.007084944,0.0008353213,0.02198179,0.0004734379,0.00005362111,0.002002005,0.00002976878,0.003077432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03153052,"threshold_uncertainty_score":0.228771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800717281949819,"score_gpt":0.2450951014249091,"score_spread":0.2270879286054109,"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."}}