{"id":"W2893209923","doi":"10.1016/j.cjca.2018.07.180","title":"IMPROVING CARE AND REDUCING COSTS: THE MULTIDISPLINARY, MINIMALIST, ACCELERATED CARE PATHWAY FOR PATIENTS UNDERGOING TRANSCATHETER AORTIC VALVE IMPLANTATION","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Intensive care unit; Aortic valve replacement; Emergency medicine; Protocol (science); Cohort; Population; Surgery; Stenosis; Intensive care medicine; Cardiology; Internal medicine","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":[0.001011642,0.0003792056,0.0003482991,0.0005069144,0.002519927,0.003080665,0.001065469,0.001788225,0.00749428],"category_scores_gemma":[0.01013889,0.0002742423,0.0005858364,0.0003482571,0.0005710443,0.002121907,0.003924154,0.003961688,0.0004978348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002467699,"about_ca_system_score_gemma":0.01907877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006855153,"about_ca_topic_score_gemma":0.04121786,"domain_scores_codex":[0.9984163,0.0006997298,0.0001426117,0.0001151308,0.0002688002,0.0003574617],"domain_scores_gemma":[0.9937599,0.0006079467,0.0008870818,0.0001112871,0.0005217899,0.00411192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001246462,0.007827325,0.2131185,0.001029482,0.0003097536,0.006732458,0.003361239,0.002850109,0.001838816,0.009336237,0.1582508,0.5940989],"study_design_scores_gemma":[0.002295299,0.01095555,0.7640948,0.005110888,0.0004981489,0.01797397,0.01623507,0.01366999,0.001646334,0.05753935,0.1094474,0.0005333068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6425545,0.005953559,0.007244455,0.3066653,0.002144869,0.0007358976,0.0004516024,0.0003905933,0.03385937],"genre_scores_gemma":[0.9307064,0.006197399,0.03196802,0.02371417,0.002240345,0.0005079272,0.0005285633,0.00008518726,0.004051892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00749428,"threshold_uncertainty_score":0.02507085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517743406911672,"score_gpt":0.2940604422406474,"score_spread":0.2788830081715307,"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."}}