{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000158424,0.00007339224,0.0003365384,0.00002961199,0.00004478285,0.00002697006,0.00005599387,0.00004249369,0.0000703395],"category_scores_gemma":[0.0001833143,0.00005921588,0.000115479,0.00007272691,0.0000173003,0.0001536934,0.00009225293,0.00002120748,0.000007071895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008635476,"about_ca_system_score_gemma":0.00002046702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001310614,"about_ca_topic_score_gemma":0.000002169204,"domain_scores_codex":[0.9994063,0.0000173451,0.0002580493,0.0001455132,0.00009952668,0.00007330982],"domain_scores_gemma":[0.999587,0.00009820791,0.0001109907,0.00009659593,0.00005202763,0.0000552063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002830158,0.000002114088,0.9586261,0.0001811039,0.0002160934,6.116366e-7,0.0006594358,0.0002591333,0.0009002421,0.004530472,0.0007837921,0.03101078],"study_design_scores_gemma":[0.01213814,0.0005207934,0.8484445,0.00004408094,0.0003928741,0.000001341522,0.0001529092,0.006881376,0.001043306,0.0005986168,0.1295855,0.0001965309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294075,0.0002869523,0.0108771,0.04566542,0.0004107712,0.006214449,0.00005982704,0.00007969198,0.006998323],"genre_scores_gemma":[0.9950598,0.00002892201,0.002978528,0.000300051,0.000690243,0.000001295531,0.00007896547,0.0000127304,0.0008494701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288017,"threshold_uncertainty_score":0.2414754,"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."}}