{"id":"W2466446654","doi":"10.4244/eijv12i3a60","title":"VARC endpoint definition compliance rates in contemporary transcatheter aortic valve implantation studies","year":2016,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Retrospective cohort study; Internal medicine","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":[0.0001337698,0.0001275365,0.0002377061,0.000105779,0.00002942598,0.00001066658,0.00002584208,0.00002445888,0.00007937915],"category_scores_gemma":[0.00004597848,0.00008863707,0.001160558,0.00007777997,0.00003880151,0.0001543737,0.00001261485,0.00004285009,0.0001502777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025265,"about_ca_system_score_gemma":0.00001812992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001876503,"about_ca_topic_score_gemma":0.000006875578,"domain_scores_codex":[0.9990584,0.00009547808,0.0003324454,0.0002330992,0.0001360294,0.0001445144],"domain_scores_gemma":[0.9995705,0.00006376845,0.0000955078,0.0001420621,0.00007218092,0.00005592891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001341853,0.001124498,0.9679621,0.0006783044,0.001605596,0.00006553079,0.0005173348,6.703418e-7,0.008564835,0.0006544049,0.0006549953,0.01682982],"study_design_scores_gemma":[0.003495856,0.0004007022,0.9902219,0.001581202,0.0002506705,0.00002429353,0.0001459591,0.000008679554,0.001352748,0.002376438,0.00004185032,0.00009974989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948239,0.002337257,0.000778399,0.0004641717,0.0002107441,0.0003846005,0.00007259944,0.00005089113,0.000877425],"genre_scores_gemma":[0.9992104,0.0002426001,0.00007236072,0.00009300359,0.00003664564,0.00002387221,0.0001160779,0.00001729878,0.0001878057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02225969,"threshold_uncertainty_score":0.3614515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621597265290157,"score_gpt":0.4169010924813402,"score_spread":0.2547413659523245,"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."}}