{"id":"W4403245298","doi":"10.1001/jamacardio.2024.3241","title":"Transcatheter Aortic Valve Implantation by Valve Type in Women With Small Annuli","year":2024,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Aortic valve replacement; Randomized controlled trial; Aortic valve stenosis; Aortic valve; Internal medicine; Stenosis; Valve replacement; Cardiology; Clinical endpoint; Stroke (engine); Surgery; Clinical trial; Incidence (geometry)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001059362,0.0001554598,0.0003960466,0.0001087465,0.00001866511,0.00002289361,0.00003623375,0.0001204916,0.0000616485],"category_scores_gemma":[0.00001428263,0.0001143254,0.0006766131,0.0002022523,0.0000443291,0.00005234923,0.00001008917,0.0001550346,0.00009543964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161136,"about_ca_system_score_gemma":0.00009635372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006438857,"about_ca_topic_score_gemma":0.000002683636,"domain_scores_codex":[0.9990236,0.00007172122,0.0001597631,0.0003235777,0.0001021726,0.0003191739],"domain_scores_gemma":[0.9995592,0.00006806242,0.00001860794,0.000185852,0.00004555983,0.0001226847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005241171,0.0002921081,0.8246121,0.0006050295,0.01705337,0.000819778,0.004202507,0.0001443516,0.002129184,0.0002233409,0.007003006,0.137674],"study_design_scores_gemma":[0.002546143,0.001123762,0.9874125,0.0001152593,0.001371874,0.0002904469,0.0003739467,0.00002578016,0.00005801815,0.0002381106,0.006257312,0.0001868274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929974,0.003562422,0.000100584,0.0002822604,0.0002785763,0.0003237535,0.0001121326,0.00007131215,0.002271528],"genre_scores_gemma":[0.9985734,0.0003216152,0.00004181988,0.0004204788,0.0001693418,0.0001106982,0.0002143361,0.00003074204,0.0001175365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1628004,"threshold_uncertainty_score":0.4662054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152138836039855,"score_gpt":0.2922191408362306,"score_spread":0.280697752475832,"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."}}