{"id":"W2298280587","doi":"10.1016/j.jcmg.2016.01.005","title":"Predicting LVOT Obstruction in Transcatheter Mitral Valve Implantation","year":2016,"lang":"en","type":"article","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":263,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Cardiology; Internal medicine; Medicine; Mitral valve","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":[],"consensus_categories":[],"category_scores_codex":[0.0002397936,0.0001859073,0.0003893141,0.000168448,0.00005873882,0.00002737428,0.00004467833,0.0000477087,0.00002811292],"category_scores_gemma":[0.00003981944,0.0001371661,0.00920845,0.0001550375,0.0000331571,0.0002608076,0.00001659534,0.00008961953,0.00003127625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177013,"about_ca_system_score_gemma":0.00004172692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002025388,"about_ca_topic_score_gemma":0.000003558194,"domain_scores_codex":[0.99854,0.0000778502,0.0002537782,0.0003964821,0.000392302,0.0003395586],"domain_scores_gemma":[0.9993408,0.000037048,0.00004138102,0.0003931436,0.00006509577,0.0001225045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007238757,0.00004474051,0.8322482,0.00004224107,0.004530439,0.00006222875,0.0001461144,0.00002337491,0.0007437199,0.00000920792,0.00001445477,0.1620629],"study_design_scores_gemma":[0.004657049,0.00002149122,0.9896629,0.000224524,0.003600909,0.0003195868,0.0001577348,0.00005088872,0.0006676588,0.00008623266,0.0003850292,0.0001659698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893852,0.006490452,0.001944487,0.0001528966,0.0004024182,0.0004436536,0.00003236666,0.0001028457,0.001045701],"genre_scores_gemma":[0.9990646,0.0001845677,0.0002373819,0.00005687438,0.0002938098,0.00005656463,0.00003885266,0.00003793345,0.00002939632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1618969,"threshold_uncertainty_score":0.9286969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009173364679742444,"score_gpt":0.2740704519385214,"score_spread":0.2648970872587789,"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."}}