{"id":"W3122549313","doi":"10.1186/s12913-021-06441-0","title":"Canadian national electrophysiology ablation registry report 2011–2016","year":2021,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; University of British Columbia; University of Ottawa; Regina General Hospital; Université Laval; Royal Jubilee Hospital; University of Calgary; McMaster University; Toronto General Hospital; Dalhousie University; University of Toronto; Health Sciences North; Saint John Regional Hospital; Health Sciences Centre; St. Boniface Hospital; Sunnybrook Health Science Centre","funders":"European Society of Cardiology","keywords":"Medicine; Ablation; Cryoablation; Atrial fibrillation; Catheter ablation; Cardiac electrophysiology; Emergency medicine; Medical emergency; Cardiology; Internal medicine; Electrophysiology","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":[0.00251811,0.0005911618,0.0007596387,0.006020779,0.002337592,0.001938595,0.002292201,0.0005581098,0.01077359],"category_scores_gemma":[0.01081927,0.0004614704,0.0008167871,0.01227062,0.0003945369,0.0008223021,0.00141087,0.0009609908,0.002918026],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04347865,"about_ca_system_score_gemma":0.1233941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892469,"about_ca_topic_score_gemma":0.9929699,"domain_scores_codex":[0.9948999,0.0001217915,0.0005350382,0.0005304621,0.003040663,0.0008721155],"domain_scores_gemma":[0.9807203,0.0003881613,0.001448406,0.0003828256,0.01492823,0.00213208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002038808,0.0000539604,0.1951483,0.001313996,0.0001807083,0.0003660214,0.0005640204,0.0006839745,0.0002595728,0.00157533,0.7450857,0.05456449],"study_design_scores_gemma":[0.0001296006,0.00003468174,0.7794165,0.0009476129,0.0001613575,0.0006009394,0.0007417289,0.0009707008,0.0002055681,0.0002258932,0.2164723,0.00009308095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.05215714,0.006958288,0.001443218,0.005375635,0.0006283277,0.0009327736,0.8493904,0.0009473492,0.0821669],"genre_scores_gemma":[0.2578439,0.01107994,0.004375219,0.003372173,0.0003333348,0.001051672,0.7039409,0.0003387104,0.0176642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9565213,"threshold_uncertainty_score":0.3154612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850029630935711,"score_gpt":0.4148128764222891,"score_spread":0.376312580112932,"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."}}