{"id":"W3194398981","doi":"10.1016/j.cjca.2021.08.004","title":"Process of Care and a Practical Toolkit for Evaluating and Managing Arrhythmic Risk in the Cardiogenetic Pregnant Patient","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Process (computing); Medical emergency; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.005914491,0.001194064,0.002195975,0.002211939,0.0008481265,0.00333715,0.002330669,0.003224242,0.003767682],"category_scores_gemma":[0.01685843,0.0003922182,0.001587471,0.001515843,0.000783082,0.002051987,0.001949349,0.005468828,0.001425162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002665078,"about_ca_system_score_gemma":0.01489158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01586256,"about_ca_topic_score_gemma":0.02148249,"domain_scores_codex":[0.9965178,0.001371324,0.0005636237,0.0002423285,0.001077726,0.0002271658],"domain_scores_gemma":[0.9908856,0.005533687,0.001001504,0.0001649956,0.001866491,0.000547747],"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":[0.00006771905,0.0001918947,0.001015465,0.01841668,0.0001414612,0.0004186149,0.0004283012,0.0004117838,0.0002563101,0.006964487,0.05208075,0.9196066],"study_design_scores_gemma":[0.0002105286,0.000274325,0.007456341,0.1231222,0.0006861766,0.003603516,0.001142857,0.0006731557,0.0004968772,0.009339997,0.8528218,0.0001722041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000405619,0.976192,0.003560307,0.01304621,0.00123641,0.0002616611,0.0001122597,0.0001195381,0.005065943],"genre_scores_gemma":[0.005476609,0.9690184,0.01856021,0.0044928,0.0008332371,0.0003437813,0.0002212485,0.00001447883,0.001039172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01586256,"threshold_uncertainty_score":0.03154045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04536977290120929,"score_gpt":0.3717480052573378,"score_spread":0.3263782323561285,"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."}}