{"id":"W3211362686","doi":"10.1002/ccd.29982","title":"Coronary artery access after aortic valve intervention","year":2021,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Aortic valve; Percutaneous coronary intervention; Artery; Myocardial infarction","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_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001564307,0.0004415388,0.0009245129,0.0002923599,0.00009539379,0.0002955986,0.000120006,0.0004570938,0.001041059],"category_scores_gemma":[0.00004626586,0.0004356313,0.02505657,0.0002299426,0.0001051667,0.0002279573,0.0002364501,0.000549355,0.00005981306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118697,"about_ca_system_score_gemma":0.00006750868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000190086,"about_ca_topic_score_gemma":0.00000116189,"domain_scores_codex":[0.9974686,0.0002813406,0.0006063175,0.0007979115,0.0005185817,0.0003272779],"domain_scores_gemma":[0.9983858,0.00002106463,0.0001486067,0.0009972667,0.0002880878,0.0001591943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000446644,0.003480167,0.1416188,0.02997087,0.3143379,0.01030835,0.0006254492,0.00003166393,0.00003915482,0.00004241907,0.3559437,0.1431548],"study_design_scores_gemma":[0.00521447,0.0005051309,0.6474268,0.007727339,0.06675043,0.001605956,0.0001633313,0.00004917986,0.00002769649,0.0001999418,0.2690854,0.001244223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4071255,0.4331064,0.04552317,0.083375,0.01087515,0.00935638,0.003889471,0.001241968,0.005506969],"genre_scores_gemma":[0.905107,0.003565802,0.00007541383,0.06798712,0.001773542,0.001156843,0.01592457,0.0002043486,0.004205401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.505808,"threshold_uncertainty_score":0.9998721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989495495516771,"score_gpt":0.3292870296703419,"score_spread":0.2993920747151742,"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."}}