{"id":"W2883293514","doi":"10.21037/jtd.2018.06.150","title":"Non-transfemoral access sites for transcatheter aortic valve replacement","year":2018,"lang":"en","type":"review","venue":"Journal of Thoracic Disease","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; Health Sciences North","funders":"","keywords":"Medicine; Contraindication; Valve replacement; Randomized controlled trial; Surgery; Alternative medicine; Cardiology; Pathology; 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_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0003890048,0.0005777902,0.002397344,0.0003802554,0.00009192948,0.0001349336,0.0003453007,0.0001561755,0.0002059974],"category_scores_gemma":[0.0001109017,0.0003880301,0.0207216,0.00023057,0.00007835567,0.0002380465,0.00004095529,0.0002608396,0.00004403564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002561571,"about_ca_system_score_gemma":0.001090776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001326329,"about_ca_topic_score_gemma":1.648413e-7,"domain_scores_codex":[0.9971786,0.00009093135,0.001254456,0.0004191827,0.0006393423,0.0004174606],"domain_scores_gemma":[0.9968517,0.0001163972,0.0008236106,0.0006034203,0.0004493197,0.001155589],"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":[0.005552012,0.002657607,0.005242833,0.1384472,0.0223783,0.0001436869,0.00008464569,0.000001182272,3.048775e-7,0.000003659594,0.009112572,0.816376],"study_design_scores_gemma":[0.003755835,0.002754241,0.007107474,0.09131286,0.3345384,0.0002288216,0.0000400637,0.00001877161,0.000005905735,0.0002500072,0.5589067,0.001080892],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002989616,0.9928555,0.0003162484,0.0000868548,0.0007051651,0.002259166,0.0006752828,0.00001782709,0.0000942994],"genre_scores_gemma":[0.006590378,0.9903764,0.0002326261,0.0001697623,0.001539182,0.0001781569,0.0003666752,0.0001324573,0.0004144315],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8152951,"threshold_uncertainty_score":0.9998572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07405956283996018,"score_gpt":0.4837823870437145,"score_spread":0.4097228242037543,"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."}}