{"id":"W1991113733","doi":"10.1016/j.path.2012.03.001","title":"Native Cardiac Valve Pathology","year":2012,"lang":"en","type":"article","venue":"Surgical pathology clinics","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Gross examination; Regurgitation (circulation); Gross anatomy; Mitral valve; Stenosis; Tricuspid stenosis; Radiology; Cardiology; Pathology","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":[0.0003876328,0.0002486624,0.0002852168,0.001890416,0.001085259,0.001140855,0.0003958311,0.000576687,0.04172863],"category_scores_gemma":[0.001449505,0.0001490737,0.0002481932,0.0005443115,0.0004672153,0.0005321038,0.0007408843,0.0006545014,0.007704045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004103127,"about_ca_system_score_gemma":0.0009694632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004900474,"about_ca_topic_score_gemma":0.001605545,"domain_scores_codex":[0.9996464,0.00002857691,0.00003191151,0.00007839641,0.0001024519,0.0001122187],"domain_scores_gemma":[0.9989754,0.0001630766,0.0001103978,0.0001077865,0.0001597588,0.0004835059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003961864,0.0008130434,0.2696542,0.0004039514,0.0000601089,0.164781,0.001892478,0.0002375433,0.02985789,0.008389018,0.07204647,0.451468],"study_design_scores_gemma":[0.00007415198,0.0006548334,0.2113222,0.0002958248,0.0000591071,0.5827315,0.001429837,0.0006035638,0.007380289,0.003529945,0.191862,0.00005671165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5132112,0.01034983,0.00842205,0.00476968,0.002285559,0.0002979796,0.0009618983,0.001237666,0.4584641],"genre_scores_gemma":[0.8960159,0.002642806,0.004291606,0.003280523,0.002582229,0.00005348115,0.0007291831,0.000114041,0.09029026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04172863,"threshold_uncertainty_score":0.1395961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02860290220337863,"score_gpt":0.3968267022334497,"score_spread":0.3682238000300711,"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."}}