{"id":"W2999847956","doi":"10.1016/j.ijcard.2020.01.020","title":"Presentation and management of calcific mitral valve disease","year":2020,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Presentation (obstetrics); Mitral regurgitation; Internal medicine; Cardiology; Stenosis; Mitral valve; Mitral valve stenosis; Heart failure; Surgery","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":[0.0006191207,0.0008295754,0.0009715544,0.002386471,0.001344436,0.001643857,0.000838253,0.00284374,0.001832303],"category_scores_gemma":[0.004337911,0.000375751,0.0007011356,0.001128344,0.0008140451,0.001754123,0.0009773974,0.002475291,0.0006383604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138547,"about_ca_system_score_gemma":0.001179172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169598,"about_ca_topic_score_gemma":0.001413919,"domain_scores_codex":[0.999136,0.0001284841,0.0001352788,0.00009474326,0.0002082324,0.0002972923],"domain_scores_gemma":[0.9992338,0.0001647062,0.0001626573,0.00002356945,0.000106645,0.0003085224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004273696,0.0003598511,0.3064275,0.0001667702,0.00004882132,0.6585511,0.0007005433,0.0006602803,0.002352125,0.001877683,0.004527433,0.02390042],"study_design_scores_gemma":[0.00002947493,0.0002119119,0.0903027,0.0001880446,0.00002267624,0.9030441,0.0009704771,0.000672253,0.0003134058,0.002034731,0.002171854,0.00003821359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8884726,0.0340975,0.003575628,0.0205959,0.000627964,0.0002531249,0.0005742804,0.0001190807,0.05168388],"genre_scores_gemma":[0.9867108,0.006310346,0.001430497,0.001969766,0.001541314,0.00004915714,0.000437912,0.00001856749,0.001531632],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00284374,"threshold_uncertainty_score":0.008260846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513286246869273,"score_gpt":0.3728826904780452,"score_spread":0.3477498280093524,"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."}}