{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000645142,0.0002425966,0.00080228,0.00008453822,0.00008790755,0.000005665488,0.00006575061,0.0003759296,0.0002941256],"category_scores_gemma":[0.0003422279,0.0001942865,0.002401559,0.000168049,0.0002802217,0.00007008806,0.0001060816,0.0003827664,0.0007879916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000068711,"about_ca_system_score_gemma":0.00008055691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002551431,"about_ca_topic_score_gemma":1.203191e-7,"domain_scores_codex":[0.9979565,0.0003711053,0.0004164487,0.0003924266,0.0002207089,0.0006427817],"domain_scores_gemma":[0.9982597,0.0005361475,0.0001167419,0.0004601441,0.0001335161,0.0004937391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002978514,0.0008754132,0.9852188,0.00001846274,0.0006542957,0.001188844,0.0002039593,5.236361e-7,0.0000150939,0.002249023,0.0007559204,0.00852179],"study_design_scores_gemma":[0.002970861,0.0004557239,0.9521694,0.00001562884,0.00138536,0.0005171848,0.0001514199,0.000002810067,0.00003573138,0.0005559564,0.04151311,0.0002267717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680191,0.007465321,0.00001627243,0.0002369714,0.002144242,0.0003671324,0.0001389472,0.0001059311,0.02150612],"genre_scores_gemma":[0.9961244,0.0009136276,0.0002620666,0.0007334123,0.0008847136,0.00006139235,0.0002134659,0.00003631463,0.0007705386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04075719,"threshold_uncertainty_score":0.99999,"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."}}