{"id":"W2052361010","doi":"10.1093/eurheartj/ehm156","title":"Surgical referral in symptomatic mitral regurgitation: greater compliance with guidelines is needed","year":2007,"lang":"en","type":"letter","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Referral; Mitral regurgitation; Compliance (psychology); Cardiology; Intensive care medicine; Internal medicine; Surgery; Family medicine","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":[0.003575833,0.0006347386,0.001281212,0.001101075,0.002146223,0.002169229,0.002037212,0.03142147,0.02170095],"category_scores_gemma":[0.0226072,0.0004082943,0.001290245,0.0009236236,0.001704748,0.005979318,0.001467915,0.02001088,0.008307552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002049022,"about_ca_system_score_gemma":0.003147916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002456956,"about_ca_topic_score_gemma":0.006079475,"domain_scores_codex":[0.995684,0.001460742,0.0008791863,0.0002654205,0.001151688,0.0005589732],"domain_scores_gemma":[0.9754495,0.0116731,0.001457673,0.0008335356,0.004899832,0.005686396],"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":[0.0001221664,0.0004952165,0.01064472,0.0005832232,0.00003649079,0.01546601,0.0006482381,0.0003259664,0.00103669,0.003060207,0.8744693,0.09311176],"study_design_scores_gemma":[0.0004552024,0.0004100971,0.03645229,0.006370727,0.00008846138,0.04295777,0.004648886,0.001996995,0.0004543506,0.02410231,0.8818134,0.0002495581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002701742,0.002463148,0.0004399395,0.9798514,0.008216138,0.00005149816,0.00002996236,0.0000772877,0.006168842],"genre_scores_gemma":[0.02546407,0.009144698,0.003614248,0.8724885,0.08047692,0.000168104,0.0002382232,0.00008382752,0.008321334],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03142147,"threshold_uncertainty_score":0.07259691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1597513180545519,"score_gpt":0.417357047407705,"score_spread":0.2576057293531531,"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."}}