{"id":"W4200012284","doi":"10.1161/circep.121.007958","title":"Shared Decision Making in Cardiac Electrophysiology Procedures and Arrhythmia Management","year":2021,"lang":"en","type":"review","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality; National Institutes of Health; Case Western Reserve University; Cleveland Clinic; National Center for Research Resources; American Heart Association; National Institute on Aging; U.S. Food and Drug Administration; Patient-Centered Outcomes Research Institute; U.S. Department of Veterans Affairs","keywords":"Medicine; Documentation; Reimbursement; Workload; Multidisciplinary approach; Decision aids; Cardiac electrophysiology; Medical emergency; Intensive care medicine; Health care; Alternative medicine; Pathology; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01326731,0.0008520668,0.001764572,0.003722518,0.0007790657,0.003309139,0.001432418,0.002529111,0.003674303],"category_scores_gemma":[0.02897993,0.0003818441,0.001979988,0.00396629,0.002153872,0.00314731,0.002134823,0.00305214,0.0005201716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708785,"about_ca_system_score_gemma":0.009082496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003083717,"about_ca_topic_score_gemma":0.005573238,"domain_scores_codex":[0.9871313,0.008703201,0.001339746,0.0005324535,0.001992821,0.0003005693],"domain_scores_gemma":[0.9616436,0.03345436,0.002293761,0.0005344634,0.001712998,0.0003607878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006922231,0.000103254,0.0005812325,0.07339881,0.0005463258,0.00009997087,0.0007056058,0.0006598475,0.0001153423,0.01848911,0.01114927,0.894082],"study_design_scores_gemma":[0.0001436398,0.0002802835,0.004106428,0.2518465,0.001422937,0.001762681,0.001595753,0.0007665064,0.0004694563,0.04063493,0.6968656,0.0001051604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002459078,0.9950122,0.0007578092,0.002136236,0.0002740986,0.00003685859,0.00001460344,0.000005219091,0.001516982],"genre_scores_gemma":[0.009489744,0.9852071,0.002924363,0.001561312,0.0004101746,0.00008979347,0.000033528,0.000004124905,0.0002797793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01326731,"threshold_uncertainty_score":0.0701651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09101074584186623,"score_gpt":0.414467183210504,"score_spread":0.3234564373686378,"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."}}