{"id":"W4254471148","doi":"10.4326/jjcvs.44.s123","title":"<i></i>","year":2015,"lang":"en","type":"article","venue":"Japanese Journal of Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Aortic valve replacement; Medicine; Presentation (obstetrics); Hemodynamics; Cardiology; Prosthesis; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000256266,0.0004107767,0.0004180988,0.0005171255,0.0007893149,0.0009523927,0.0004199464,0.0005645695,0.09166066],"category_scores_gemma":[0.0005002603,0.0001048571,0.0002692347,0.0003659103,0.0007389812,0.000583174,0.0007048478,0.0009483023,0.03218592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012835,"about_ca_system_score_gemma":0.001250874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004828101,"about_ca_topic_score_gemma":0.0121235,"domain_scores_codex":[0.9998167,0.00002163457,0.00001632039,0.00002552107,0.00005798785,0.00006173676],"domain_scores_gemma":[0.9997117,0.00002100102,0.00003755721,0.00002070843,0.00007586092,0.0001330629],"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":[0.0005226549,0.0002246864,0.01758487,0.0006379047,0.00004380917,0.00893932,0.0004390665,0.0001605344,0.02712859,0.008523852,0.41603,0.5197648],"study_design_scores_gemma":[0.00005421725,0.0002353761,0.03355495,0.0003083145,0.00003487773,0.01132335,0.000480839,0.0003798059,0.0114175,0.002748903,0.9394063,0.00005566306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1295555,0.0240301,0.00815161,0.04534282,0.01166765,0.0004669378,0.003007207,0.001563645,0.7762145],"genre_scores_gemma":[0.2907164,0.01723425,0.008990238,0.006365083,0.003939383,0.0002011807,0.001261266,0.0006459691,0.6706463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9083393,"threshold_uncertainty_score":0.3066354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548100874348888,"score_gpt":0.2811746496307417,"score_spread":0.2556936408872528,"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."}}