{"id":"W2343283146","doi":"10.1161/circoutcomes.115.002541","title":"Vancouver Transcatheter Aortic Valve Replacement Clinical Pathway","year":2016,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital; BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Medicine; Valve replacement; Cardiology; Aortic valve replacement; Aortic valve; Internal medicine; Surgery; Stenosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001297611,0.0002174573,0.0001376617,0.0007765808,0.00129704,0.001899815,0.0006251438,0.00042619,0.006016819],"category_scores_gemma":[0.005934303,0.0001588189,0.0002104273,0.0007715887,0.000436798,0.0004882574,0.001912618,0.0006822626,0.001560573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002877416,"about_ca_system_score_gemma":0.01234781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01725904,"about_ca_topic_score_gemma":0.05982936,"domain_scores_codex":[0.9984035,0.0004894491,0.0002359474,0.0001672224,0.0004967625,0.0002071634],"domain_scores_gemma":[0.9940949,0.0003822965,0.0005848695,0.0003200365,0.001902869,0.002715137],"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":[0.0005991219,0.001161515,0.2562874,0.0006401775,0.00007803165,0.004567733,0.005823684,0.002760245,0.005029768,0.003791259,0.05523726,0.6640239],"study_design_scores_gemma":[0.0007846484,0.004036804,0.4518094,0.00160623,0.00009254482,0.01405721,0.01080137,0.007681068,0.005314732,0.005750893,0.4977549,0.0003102479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8224267,0.002167697,0.01933328,0.007708606,0.000596338,0.004901164,0.00348362,0.001086311,0.1382963],"genre_scores_gemma":[0.9260127,0.002181572,0.04618352,0.002432256,0.000130349,0.001179298,0.002924766,0.000131942,0.01882366],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9827409,"threshold_uncertainty_score":0.03431714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0618235309461696,"score_gpt":0.3835897129854977,"score_spread":0.3217661820393281,"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."}}