{"id":"W2094395087","doi":"10.1016/j.cjca.2014.01.019","title":"Heart Valve Clinic: Rationale and Organization","year":2014,"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":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Multidisciplinary team; Multidisciplinary approach; valvular heart disease; Quality of life (healthcare); Intensive care medicine; Disease management; Disease; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03086607,0.0006161882,0.0006650524,0.00413912,0.009562659,0.01015026,0.003539875,0.01405755,0.009028288],"category_scores_gemma":[0.03619979,0.00110221,0.001070244,0.002668038,0.01696022,0.002966893,0.006755819,0.01084678,0.002298285],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01201449,"about_ca_system_score_gemma":0.05813126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008159354,"about_ca_topic_score_gemma":0.02897615,"domain_scores_codex":[0.9699655,0.01227616,0.0033198,0.003481954,0.007591645,0.003364887],"domain_scores_gemma":[0.9410595,0.01567268,0.005371217,0.003409574,0.01617949,0.01830754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004586541,0.002126864,0.05415865,0.001051607,0.00009668376,0.001300003,0.003247045,0.001040035,0.001640249,0.70998,0.1498009,0.07509937],"study_design_scores_gemma":[0.00216475,0.001433229,0.1064771,0.007284729,0.0003922578,0.00515682,0.01018874,0.006072075,0.002051894,0.204715,0.6535712,0.0004922433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05098549,0.01597602,0.03615778,0.739606,0.01422763,0.009277863,0.001559413,0.0001996284,0.1320102],"genre_scores_gemma":[0.389195,0.008110368,0.097066,0.4215942,0.0237173,0.01841821,0.0009779257,0.0002706112,0.04065045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9918407,"threshold_uncertainty_score":0.1632373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258077581589165,"score_gpt":0.2923840964950959,"score_spread":0.2798033206792042,"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."}}