{"id":"W2595592329","doi":"10.1016/s0735-1097(17)34899-4","title":"DOES PATIENT PROSTHESIS MISMATCH DEFINED BY CT LVOT AREA PREDICT DOWNSTREAM CLINICAL OUTCOMES?","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Downstream (manufacturing); Cardiology; Prosthesis; Internal medicine; Surgery; Operations management","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":[0.0008324347,0.0003602538,0.0005283079,0.0006409446,0.0002846229,0.00120714,0.0005367215,0.001187529,0.004168001],"category_scores_gemma":[0.004174805,0.0001902961,0.0006823588,0.0004762171,0.0005292085,0.0009936596,0.000436976,0.000978682,0.0009649332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022492,"about_ca_system_score_gemma":0.000334848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004601951,"about_ca_topic_score_gemma":0.001071202,"domain_scores_codex":[0.9996011,0.00008990306,0.00006840794,0.00009545483,0.00005912242,0.0000861161],"domain_scores_gemma":[0.9974469,0.0008257102,0.0008834853,0.000202195,0.0001713221,0.000470436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002096258,0.00003953983,0.9963528,0.00001056831,0.00007370932,0.0001491815,0.00002479576,0.00006093114,0.0003066431,0.000112972,0.0001938184,0.002465365],"study_design_scores_gemma":[0.00001759102,0.0001851343,0.9956343,0.00003355156,0.0001399378,0.001037883,0.0002200228,0.001046143,0.0002685731,0.000732212,0.0006701436,0.00001460181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945366,0.0009280864,0.0006198136,0.0006770675,0.0001135898,0.000008709145,0.0003368552,0.000008681365,0.002770637],"genre_scores_gemma":[0.9989228,0.000136302,0.0001415543,0.0001352992,0.0002028619,0.000004307962,0.0002587864,0.000005063705,0.0001928883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004168001,"threshold_uncertainty_score":0.01394337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647871695614313,"score_gpt":0.3357077028936679,"score_spread":0.3192289859375248,"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."}}