{"id":"W2886858576","doi":"10.1016/j.jtcvs.2018.07.092","title":"Commentary: Scylla versus Charybdis: The eternal dilemma continues","year":2018,"lang":"en","type":"editorial","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Perioperative; Warfarin; Heart valve; Surgery; Intensive care medicine; Population; Atrial fibrillation; General surgery; Cardiology","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":[0.0104243,0.002306822,0.00428267,0.002503617,0.004882133,0.00856999,0.004398068,0.04178699,0.01210298],"category_scores_gemma":[0.06431293,0.001166381,0.001913967,0.001782313,0.005059151,0.007785091,0.002926299,0.04424762,0.009801353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003351952,"about_ca_system_score_gemma":0.006123289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110468,"about_ca_topic_score_gemma":0.005422284,"domain_scores_codex":[0.9921759,0.002450309,0.001165017,0.0009827107,0.002628533,0.0005975037],"domain_scores_gemma":[0.9575021,0.02410311,0.00315091,0.0008790408,0.009301981,0.005062867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002252539,0.000006179984,0.00003243507,0.0001215838,0.00001327106,0.000138959,0.00003742654,0.000009097651,0.00001617403,0.0003257616,0.9965186,0.00275802],"study_design_scores_gemma":[0.0001155053,0.00003129217,0.0002479411,0.001324637,0.00007184275,0.0004836685,0.0002263781,0.00009945855,0.00006328835,0.002640292,0.9946549,0.00004078595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005170198,0.007145701,0.00007594613,0.3960647,0.5954019,0.00001123048,0.00004044566,0.00003044921,0.001177994],"genre_scores_gemma":[0.0005534989,0.00314796,0.00008223162,0.2296157,0.764187,0.00001897814,0.0000153358,0.00003101095,0.002348315],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04178699,"threshold_uncertainty_score":0.05512965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793927817769245,"score_gpt":0.3416151281133638,"score_spread":0.3236758499356713,"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."}}