{"id":"W2401356207","doi":"10.1097/hco.0000000000000262","title":"Year in review","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; MitraClip; Mitral regurgitation; Mitral valve repair; Cosmesis; valvular heart disease; Mitral valve annuloplasty; Cardiology; Mitral valve; Surgery; Valve replacement; Internal medicine; Stenosis","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":[0.001051,0.001181186,0.002791321,0.00516,0.0005962748,0.004090462,0.001637356,0.00176244,0.07327674],"category_scores_gemma":[0.007026076,0.0003398262,0.00138321,0.003958888,0.000589447,0.003424505,0.001873671,0.002282723,0.02673493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003525,"about_ca_system_score_gemma":0.004948352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009247595,"about_ca_topic_score_gemma":0.00139306,"domain_scores_codex":[0.9988381,0.0001695424,0.000299703,0.0001753304,0.0004149428,0.0001023541],"domain_scores_gemma":[0.9964463,0.001144288,0.0007829207,0.0001323214,0.001201923,0.0002923516],"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":[0.0001014736,0.00005196621,0.0002625479,0.09089889,0.0002269867,0.0003394973,0.0001437515,0.0001278096,0.0005866496,0.002203402,0.4087491,0.496308],"study_design_scores_gemma":[0.0000202201,0.00002718682,0.0003460286,0.0226124,0.0002249946,0.001057614,0.00006037581,0.00002323064,0.0001016743,0.0007077461,0.9748044,0.00001405835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001549643,0.9717415,0.0002866604,0.004048556,0.01384735,0.0001166541,0.0006327123,0.00008834762,0.009083265],"genre_scores_gemma":[0.001560216,0.9747837,0.0004309618,0.005368249,0.008707353,0.00008779517,0.0007514688,0.00004808274,0.008262095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07327674,"threshold_uncertainty_score":0.2451351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330610053918562,"score_gpt":0.5139143707115457,"score_spread":0.3808533653196895,"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."}}