{"id":"W3105959506","doi":"10.1016/j.cjco.2020.11.002","title":"Outcomes and Safety of Fluoroless Catheter Ablation for Atrial Fibrillation","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Health Sciences Centre; Population Health Research Institute; McMaster University","funders":"McMaster University; Hamilton Health Sciences","keywords":"Fluoroscopy; Medicine; Interquartile range; Atrial fibrillation; Ablation; Catheter ablation; Catheter; Complication; Cardiology; Nuclear medicine; Internal medicine; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001345023,0.0001343932,0.0003008274,0.0005045523,0.0002552333,0.0006673269,0.0002344041,0.0002990194,0.001278077],"category_scores_gemma":[0.007821282,0.00007213242,0.0004693886,0.0004515968,0.0003249559,0.0003922814,0.0003758909,0.0004029008,0.0001269758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005691553,"about_ca_system_score_gemma":0.0004095343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000511948,"about_ca_topic_score_gemma":0.0009701877,"domain_scores_codex":[0.9986703,0.0003174705,0.0001684286,0.0002230217,0.0004244832,0.0001962318],"domain_scores_gemma":[0.9914994,0.002234997,0.004615114,0.0002865465,0.0006313309,0.0007327158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001083447,0.00009621838,0.9683591,0.00006152382,0.0001025237,0.0002021813,0.0001358908,0.0001886496,0.0004069656,0.00004488199,0.0003024949,0.02901622],"study_design_scores_gemma":[0.00003845284,0.001014847,0.9967738,0.00003155821,0.00006436047,0.0008725369,0.0001491527,0.0004404204,0.0002459261,0.00008747999,0.0002731903,0.000008321301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980873,0.0009213766,0.0001916948,0.0001047057,0.000009012662,0.000006162254,0.0001065003,0.000005602038,0.0005675768],"genre_scores_gemma":[0.999553,0.0001561587,0.00005587846,0.00002195203,0.00002351056,0.000004474591,0.0001392854,0.000001566519,0.00004421931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001345023,"threshold_uncertainty_score":0.007113278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07654381842981074,"score_gpt":0.3570101308150055,"score_spread":0.2804663123851948,"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."}}