{"id":"W2412837824","doi":"10.1097/hco.0000000000000268","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Valve replacement; Heart valve; Mitral valve; Aortic valve; Endocarditis; Surgery; Prosthesis; Intensive care medicine; Cardiology","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":[0.0007232046,0.001080002,0.002252622,0.004906015,0.0005355138,0.003596906,0.001601181,0.001558146,0.07562107],"category_scores_gemma":[0.004521891,0.0003138192,0.0009900291,0.003910198,0.0005293924,0.003115321,0.001734945,0.002224635,0.0371514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008652638,"about_ca_system_score_gemma":0.00343522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000808728,"about_ca_topic_score_gemma":0.001119016,"domain_scores_codex":[0.9992829,0.00009876256,0.0001640454,0.000118826,0.0002645772,0.00007092392],"domain_scores_gemma":[0.9979396,0.0006173765,0.0004261017,0.00007950958,0.0006906716,0.0002466287],"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":[0.00007286738,0.00004464543,0.000294182,0.03665458,0.0001228658,0.0004351776,0.0001213355,0.0001419047,0.0005971618,0.002103529,0.4041652,0.5552465],"study_design_scores_gemma":[0.000008970636,0.00001767099,0.0003019063,0.007067489,0.00008139315,0.001392021,0.0000477948,0.00001946241,0.00007858657,0.0005058607,0.9904684,0.0000103574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002047499,0.9691592,0.0003065774,0.003588242,0.01388618,0.00005881286,0.0004703268,0.00008862819,0.01223734],"genre_scores_gemma":[0.001753195,0.9704326,0.0004584175,0.003853956,0.01190146,0.00004568383,0.0008025194,0.00004880516,0.01070329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07562107,"threshold_uncertainty_score":0.2529777,"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."}}