{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002786406,0.0007354307,0.002863797,0.0007601567,0.0008442929,0.00003227039,0.0002992008,0.001156817,0.00008080591],"category_scores_gemma":[0.0003817098,0.0006996463,0.0002776477,0.0009319956,0.0001409994,0.0001709559,0.0005879547,0.001895021,0.00007275987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007246044,"about_ca_system_score_gemma":0.0008881654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003771832,"about_ca_topic_score_gemma":0.00004968433,"domain_scores_codex":[0.9922249,0.003068995,0.001821467,0.001465387,0.0002507549,0.001168437],"domain_scores_gemma":[0.9957545,0.001676023,0.001009394,0.001129154,0.0002483673,0.0001826048],"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":[0.0001097641,0.00001497219,0.000181427,0.02006711,0.0002138455,0.00005912522,0.0007384079,0.00002029601,0.0001149588,0.005307039,0.0002720791,0.972901],"study_design_scores_gemma":[0.001856471,0.0004314754,0.02353672,0.05125182,0.0007919796,0.0002314648,0.0009947582,0.0005754744,0.000001168146,0.01508832,0.9030995,0.00214081],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004124632,0.9913251,0.0001213089,0.0002354313,0.0006046646,0.003177741,0.00003414982,0.0001159767,0.0002609477],"genre_scores_gemma":[0.02421091,0.9701449,0.001367513,0.0003492219,0.0009678254,0.002114361,0.0006613323,0.0001212634,0.00006263928],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9707602,"threshold_uncertainty_score":0.9995455,"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."}}