{"id":"W2995704432","doi":"10.1016/j.cjca.2019.12.008","title":"Minimally Invasive Hybrid Approach to High Risk Mitral Disease With Severe Mitral Annular Calcification","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Western University","funders":"","keywords":"Medicine; Cardiology; Calcification; Mitral valve; Ventricular outflow tract obstruction; Internal medicine; Ventricular outflow tract; Mitral valve replacement; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002010699,0.0005381007,0.0006282101,0.000652351,0.0005935305,0.001155992,0.0004332972,0.000732488,0.003133094],"category_scores_gemma":[0.0004419136,0.0001811519,0.0007549076,0.0002835577,0.0003735947,0.0004156988,0.0008875499,0.00132747,0.0008059192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193052,"about_ca_system_score_gemma":0.0002336015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00019483,"about_ca_topic_score_gemma":0.0006243539,"domain_scores_codex":[0.9998593,0.00001581693,0.00001576825,0.00003782925,0.00002842135,0.00004285913],"domain_scores_gemma":[0.9998048,0.00005741822,0.00002591655,0.00002714501,0.00001127769,0.00007351217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.003733604,0.001757332,0.07320257,0.001080072,0.00125549,0.2065688,0.0008122872,0.00212005,0.1145066,0.004321999,0.008558195,0.582083],"study_design_scores_gemma":[0.0006872178,0.00444968,0.09602637,0.0004142474,0.0006930739,0.8416807,0.0005077116,0.009938657,0.01343271,0.005835731,0.0261784,0.0001555367],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938078,0.0174643,0.06132619,0.001920074,0.0009371974,0.0001175865,0.0003033786,0.0006449669,0.0234784],"genre_scores_gemma":[0.9789387,0.001879204,0.01351785,0.001040655,0.001097727,0.00004519446,0.0002814697,0.00005642766,0.00314271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003133094,"threshold_uncertainty_score":0.01048124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008581722593280177,"score_gpt":0.2400848640217702,"score_spread":0.23150314142849,"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."}}