{"id":"W2319740322","doi":"10.1016/j.cjca.2011.08.068","title":"N067 Hybrid model to fill the void in the atrial fibrillation community","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Medicine; Atrial fibrillation; Multidisciplinary approach; Psychosocial; Triage; Multidisciplinary team; Medical emergency; Cardioversion; Intensive care medicine; Management of atrial fibrillation; Emergency medicine; Nursing; Cardiology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001245389,0.0005061098,0.001260499,0.0005710462,0.0006650451,0.001651187,0.00203536,0.001725921,0.008199062],"category_scores_gemma":[0.003539058,0.0003033604,0.0006608517,0.0006536299,0.0004590113,0.001770936,0.001124,0.0009834011,0.0008925645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009831631,"about_ca_system_score_gemma":0.002215604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04178023,"about_ca_topic_score_gemma":0.03281194,"domain_scores_codex":[0.9993154,0.0003250044,0.00002277385,0.0001030159,0.0000995013,0.0001343293],"domain_scores_gemma":[0.998449,0.0006669323,0.0000761711,0.0001077444,0.0004969325,0.0002032692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002973582,0.0002351447,0.004011705,0.00003866529,0.00007613441,0.0001895933,0.00006811236,0.9623522,0.000272674,0.009963792,0.005034306,0.01746044],"study_design_scores_gemma":[0.00002357661,0.00002931933,0.0001872623,0.000004234505,0.000008959739,0.00001260838,0.00002289294,0.9973314,0.0000343764,0.002031902,0.0003076781,0.000005834625],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5963978,0.0009343819,0.3230817,0.005739063,0.0009739152,0.0002431852,0.002934923,0.001365476,0.06832946],"genre_scores_gemma":[0.9730375,0.0001640608,0.01594835,0.0002937335,0.0001015591,0.0001008477,0.000507083,0.00007451193,0.009772338],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04178023,"threshold_uncertainty_score":0.08307409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1423305102015639,"score_gpt":0.3134100131684413,"score_spread":0.1710795029668774,"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."}}