{"id":"W159507935","doi":"","title":"Abstract 19916: Human Valve Leaflet Tissue Characterization In Severe Aortic Stenosis","year":2010,"lang":"en","type":"article","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Stenosis; Aortic valve; Leaflet (botany); Magnetic resonance imaging; Aortic valve stenosis; Heart valve; Cardiology; Anatomy; Radiology","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":[0.0006841681,0.0002084194,0.0002725046,0.0006475738,0.0001792589,0.0002498004,0.0001208678,0.0003488381,0.001293145],"category_scores_gemma":[0.0005241053,0.0001270971,0.0001125474,0.0002296696,0.0001956499,0.0001722004,0.0001933283,0.0001514365,0.00032873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008508776,"about_ca_system_score_gemma":0.00009714153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002325861,"about_ca_topic_score_gemma":0.0003187043,"domain_scores_codex":[0.999868,0.0000343104,0.00001429395,0.00003275051,0.00003763372,0.00001291536],"domain_scores_gemma":[0.9997429,0.00007025809,0.00005726538,0.00003361447,0.00004695304,0.00004892677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001247976,0.00007006436,0.04919428,0.0001664232,0.00002431212,0.0005395482,0.0002496084,0.0003471373,0.9370947,0.00005538299,0.0001353999,0.01087504],"study_design_scores_gemma":[0.00005532207,0.002142202,0.8012667,0.00002658747,0.00004227213,0.0106679,0.0002156054,0.002685553,0.1805906,0.0001515156,0.002136308,0.00001949965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975708,0.0004128208,0.00154302,0.00001535889,0.000004038966,0.00001420182,0.0001289515,0.00001613189,0.0002946122],"genre_scores_gemma":[0.995817,0.0001796735,0.003114872,0.0000258136,0.00001093473,0.00002182649,0.0003805207,0.00000915269,0.0004401282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001293145,"threshold_uncertainty_score":0.004326046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272963058168669,"score_gpt":0.3300086411298196,"score_spread":0.3172790105481329,"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."}}