{"id":"W4291368088","doi":"10.14740/cr1405","title":"Atrial Fibrillation as a Prognostic Indicator in Patients With Orthostatic Hypotension: Nationwide Inpatient Sample Analysis","year":2022,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Atrial fibrillation; Orthostatic vital signs; Internal medicine; Cardiology; Interquartile range; Cohort; Coronary artery disease; Heart failure; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001477796,0.0001128037,0.0006220398,0.001163934,0.0002355224,0.00001459747,0.0001019232,0.00006515824,0.0001765407],"category_scores_gemma":[0.00119979,0.00009879402,0.0003655748,0.001942649,0.0001483744,0.00004724933,0.0001981715,0.0004426375,0.00003571446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002824944,"about_ca_system_score_gemma":0.0005089878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001962939,"about_ca_topic_score_gemma":0.0000190607,"domain_scores_codex":[0.997149,0.0008298056,0.0002926257,0.0004464548,0.0008983906,0.0003837173],"domain_scores_gemma":[0.9986377,0.0005324275,0.00006254112,0.0004113748,0.0002498692,0.0001060923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008178487,0.0000311264,0.9768983,0.00001572591,0.001431946,0.00006660722,0.0002377607,0.01512708,0.000002316831,0.00003249703,0.0001778538,0.005160991],"study_design_scores_gemma":[0.003344278,0.001062033,0.9877853,0.000009731684,0.0004806473,0.00001746848,0.0004168977,0.0004365411,0.000001982873,0.0001002039,0.006233158,0.0001117759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997136,0.000412068,0.000159696,0.0003077895,0.0000879093,0.001269092,0.00003999686,0.00002271622,0.0005647262],"genre_scores_gemma":[0.9987159,0.00003275023,0.000140693,0.00007142394,0.00009629218,0.00009998855,0.0007610624,0.00001888698,0.00006303661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01469054,"threshold_uncertainty_score":0.4028703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324810093047007,"score_gpt":0.3081953273038696,"score_spread":0.2849472263733995,"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."}}