{"id":"W2046794378","doi":"10.1016/s1054-8807(02)00110-2","title":"Quantitative analysis of human heart valves","year":2002,"lang":"en","type":"article","venue":"Cardiovascular Pathology","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Cardiac valve; Heart valve; Medicine; Glycosaminoglycan; Pathological; Pathology; Cardiology; Anatomy; Internal medicine","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":[0.000773071,0.0001946117,0.0002440345,0.001087052,0.0004057617,0.0007005285,0.0003129913,0.0004042974,0.003280832],"category_scores_gemma":[0.0007287425,0.0002205523,0.0002250257,0.000619371,0.0004971135,0.0002643717,0.0002523039,0.0005898033,0.0006246813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706881,"about_ca_system_score_gemma":0.0002170552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007430373,"about_ca_topic_score_gemma":0.0008877817,"domain_scores_codex":[0.9996313,0.00006249599,0.00002114031,0.00009995147,0.000130666,0.00005444829],"domain_scores_gemma":[0.9993176,0.0002780426,0.00007163314,0.00009958117,0.0001855078,0.00004765838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001657955,0.00003076833,0.001667008,0.0001011195,0.00001742981,0.00006375425,0.0001335427,0.0002082693,0.9788252,0.0008060526,0.0001848796,0.01779633],"study_design_scores_gemma":[0.00003239393,0.0003171769,0.1162881,0.00003907022,0.0001012136,0.001218154,0.0003313133,0.0110536,0.8570955,0.001434485,0.0120529,0.0000360624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8039355,0.006373703,0.1752974,0.0002736129,0.000215421,0.0001340977,0.002095813,0.0008467907,0.01082765],"genre_scores_gemma":[0.9375916,0.001730524,0.05203998,0.0001022049,0.00008557326,0.0001622969,0.001297806,0.0002040239,0.006785898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003280832,"threshold_uncertainty_score":0.01097542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672466707669092,"score_gpt":0.3341381895083608,"score_spread":0.2774135224316698,"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."}}