{"id":"W2069582238","doi":"10.1115/sbc2009-205087","title":"Derivation of Surrogate Variables to Assess Pathological Conditions Using a 3D Model of the Aortic Valve","year":2009,"lang":"en","type":"article","venue":"ASME 2009 Summer Bioengineering Conference, Parts A and B","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Heart Institute","funders":"","keywords":"Aortic valve; Realm; Cardiology; Pathological; Medicine; Internal medicine; Computer science; Geography","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":[0.001216262,0.0008638725,0.0007711131,0.001090816,0.0002251869,0.00138288,0.0006938332,0.001282095,0.0009976384],"category_scores_gemma":[0.006389132,0.0005197444,0.001151287,0.0006206328,0.0004841764,0.0007119492,0.001042061,0.001071815,0.0005112548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003121057,"about_ca_system_score_gemma":0.0006821218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001994517,"about_ca_topic_score_gemma":0.001302515,"domain_scores_codex":[0.9995534,0.0001554761,0.00005019353,0.00006945977,0.000128817,0.00004264951],"domain_scores_gemma":[0.9985108,0.0007794123,0.0002015628,0.0001393878,0.0002980268,0.00007077678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001177353,0.00007683696,0.004957813,0.00006919922,0.00004350626,0.0002849356,0.00005022294,0.9472821,0.008704424,0.003305038,0.0005447476,0.03456353],"study_design_scores_gemma":[0.000004675902,0.00003841239,0.00064571,0.000007576149,0.000004934881,0.00006458503,0.000008204694,0.9971288,0.001056957,0.000823645,0.0002075247,0.000008923974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03699601,0.0001483029,0.9614201,0.0001119205,0.0000496332,0.0000673864,0.0002698753,0.0003108658,0.0006259173],"genre_scores_gemma":[0.7549338,0.0004160177,0.2426213,0.00008859498,0.00003895784,0.0003087739,0.0007169869,0.00008527119,0.0007902614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001994517,"threshold_uncertainty_score":0.006432295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07225999245841881,"score_gpt":0.3414058633539836,"score_spread":0.2691458708955648,"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."}}