{"id":"W2520790753","doi":"10.4244/eijv12sya13","title":"Transcatheter mitral valve interventions: Eldorado or Waterloo for interventional cardiologists?","year":2016,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Medicine; Interventional cardiology; Mitral valve; Psychological intervention; Cardiology; Internal medicine; Intensive care medicine; Radiology; Medical emergency","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":[0.001618104,0.0003266282,0.0006209302,0.0007027545,0.001344478,0.002480682,0.0007229373,0.004782005,0.04044425],"category_scores_gemma":[0.004188158,0.0002382678,0.0005535191,0.0006189106,0.001108723,0.003870613,0.0010192,0.002771559,0.004397467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604614,"about_ca_system_score_gemma":0.007436946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02070461,"about_ca_topic_score_gemma":0.1290257,"domain_scores_codex":[0.999307,0.0001630393,0.00007238254,0.00009345313,0.0001595187,0.0002045807],"domain_scores_gemma":[0.9972352,0.0004461345,0.0003966907,0.00005388624,0.0004234065,0.001444576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002794283,0.00105196,0.01336984,0.001517525,0.0001584253,0.0008029323,0.0006377037,0.00008751095,0.002085237,0.01306179,0.3935775,0.5708552],"study_design_scores_gemma":[0.003642872,0.0009570032,0.03823821,0.005341712,0.0004683338,0.001042014,0.004142609,0.0003598406,0.0005499586,0.01311379,0.9319596,0.0001839624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02682843,0.1053277,0.0006224044,0.8009394,0.01163277,0.00005482858,0.0005198835,0.0000993127,0.05397528],"genre_scores_gemma":[0.2599311,0.1862958,0.006312768,0.4325878,0.04768365,0.000167096,0.001018563,0.0001276731,0.06587552],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04044425,"threshold_uncertainty_score":0.1352995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0673812568309572,"score_gpt":0.393581971836826,"score_spread":0.3262007150058688,"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."}}