{"id":"W4214880684","doi":"10.1016/j.cjca.2022.02.025","title":"Patient Care Journey for Patients With Heart Valve Disease","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center; University of Ottawa; McGill University; Sunnybrook Health Science Centre; Jewish General Hospital; University Health Network; Dalhousie University; University of Toronto; Montreal Heart Institute; University of British Columbia; Toronto Rehabilitation Institute; St. Paul's Hospital; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Scopus; Heart valve; Disease; Intensive care medicine; Medical emergency; MEDLINE; 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":[0.0008500249,0.0002001678,0.0005368174,0.0003949997,0.005427095,0.003556096,0.0007196143,0.002247517,0.0180448],"category_scores_gemma":[0.007248822,0.0002510321,0.0006339635,0.0005959862,0.0005686019,0.002526358,0.002808331,0.005137678,0.002470932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002554749,"about_ca_system_score_gemma":0.009628245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0125557,"about_ca_topic_score_gemma":0.05229091,"domain_scores_codex":[0.9987227,0.0003625064,0.0001115973,0.0001008989,0.0001893466,0.0005129761],"domain_scores_gemma":[0.9936749,0.0003910952,0.0004819138,0.00004125474,0.0006731923,0.00473768],"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":[0.0002470237,0.001608478,0.2251633,0.0007813149,0.0002483589,0.02459516,0.03513035,0.0005435476,0.0006418659,0.008405929,0.5625817,0.140053],"study_design_scores_gemma":[0.0001434311,0.001451498,0.2000937,0.005109231,0.0002113229,0.03014908,0.1985649,0.001120614,0.000329276,0.0150657,0.547462,0.0002992225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.390174,0.01720018,0.0008966754,0.4387561,0.004019569,0.0002268109,0.002100458,0.0001629561,0.1464632],"genre_scores_gemma":[0.852672,0.02140814,0.004140341,0.08768138,0.002426494,0.0002435266,0.002240781,0.0001507829,0.02903651],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0180448,"threshold_uncertainty_score":0.06036586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008343182517877403,"score_gpt":0.2640356352267985,"score_spread":0.255692452708921,"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."}}