{"id":"W2100143401","doi":"10.1053/j.semtcvs.2010.09.008","title":"Interventional Valve Surgery: Building a Team and Working Together","year":2010,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Stenosis; Aortic valve stenosis; Aortic valve replacement; Valve replacement; Modalities; Cardiac surgery; Aortic valve; Cardiology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002502949,0.00196649,0.002398751,0.002033855,0.0006896628,0.001881858,0.001712739,0.00348372,0.004120458],"category_scores_gemma":[0.003396341,0.0004245462,0.0007416783,0.001662341,0.001093612,0.004172988,0.002588673,0.003836718,0.004021558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006333574,"about_ca_system_score_gemma":0.002640943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000461787,"about_ca_topic_score_gemma":0.001171131,"domain_scores_codex":[0.99845,0.000455764,0.0002193252,0.0001903075,0.0005415667,0.0001429338],"domain_scores_gemma":[0.9979373,0.00100992,0.0002863855,0.00006977202,0.000324585,0.0003721077],"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":[0.00002764978,0.0001159076,0.0002379264,0.004794181,0.00007925901,0.0002676972,0.0001324628,0.0001624101,0.0005659583,0.001413837,0.04464416,0.9475585],"study_design_scores_gemma":[0.00008342272,0.0002523878,0.003098803,0.01181506,0.0002762082,0.00686554,0.0006770315,0.0002319686,0.0005093713,0.007276408,0.9688454,0.00006836397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000344741,0.9836763,0.002671267,0.00634808,0.003272112,0.00002891779,0.00001101257,0.00006706463,0.003580487],"genre_scores_gemma":[0.003355473,0.9773114,0.006523672,0.005471436,0.00436654,0.00008164807,0.00005815136,0.00001465628,0.002817015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004120458,"threshold_uncertainty_score":0.01378435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100730575623526,"score_gpt":0.3679369038154379,"score_spread":0.3269295980592026,"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."}}