{"id":"W2295623373","doi":"10.1016/j.jcin.2015.11.045","title":"Transcarotid Transcatheter Aortic Valve Replacement","year":2016,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Valve replacement; Stroke (engine); Surgery; Aortic valve; Demographics; Cardiology; Internal medicine; Stenosis","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":["metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003240673,0.0002597704,0.0006136595,0.0001576311,0.00009935022,0.00002793969,0.0001007974,0.00008620478,0.001286035],"category_scores_gemma":[0.00004567846,0.0001751622,0.05435618,0.0001677735,0.00006870602,0.00012285,0.00002863051,0.00008908046,0.0005116232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001898771,"about_ca_system_score_gemma":0.00004661395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003911126,"about_ca_topic_score_gemma":0.000002943049,"domain_scores_codex":[0.9979763,0.0001271208,0.0004600458,0.0005217411,0.0005390529,0.0003757328],"domain_scores_gemma":[0.9983951,0.00003335339,0.00005316243,0.001101433,0.0001386489,0.0002782723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009893754,0.004926145,0.2713683,0.001678904,0.3346326,0.00007542624,0.000531054,0.0000379524,0.001558148,0.001030583,0.005956501,0.3772151],"study_design_scores_gemma":[0.01541922,0.001116257,0.8960196,0.002497328,0.05118999,0.0002366165,0.0001654857,0.000006661872,0.001806366,0.0003972411,0.03047126,0.0006739517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8903956,0.0307424,0.06282384,0.00155602,0.00138131,0.003059164,0.0004295447,0.0004824341,0.009129713],"genre_scores_gemma":[0.996607,0.000422021,0.0002041239,0.00009257632,0.0001762487,0.0003771472,0.00005565047,0.00005411354,0.002011108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6246514,"threshold_uncertainty_score":0.9996269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02765020962875504,"score_gpt":0.3302491175698337,"score_spread":0.3025989079410786,"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."}}