{"id":"W4214637367","doi":"10.1097/qad.0000000000003180","title":"Risk factors for atrial fibrillation in a multicenter United States clinical cohort of people with HIV infection","year":2022,"lang":"en","type":"article","venue":"AIDS","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institute on Alcohol Abuse and Alcoholism","keywords":"Atrial fibrillation; Medicine; Internal medicine; Cohort; Cardiology; Cohort study; Heart failure; Medical prescription; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002397654,0.00005979019,0.0001913592,0.0001696915,0.00009218479,0.000002193704,0.00001672108,0.00003541167,0.00005186736],"category_scores_gemma":[0.0001120418,0.00004739762,0.00007058624,0.0003731249,0.00001556562,0.00002750943,0.00001464334,0.000121311,0.000002905377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009295859,"about_ca_system_score_gemma":0.00005617948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260598,"about_ca_topic_score_gemma":0.00007445002,"domain_scores_codex":[0.9992384,0.00009912549,0.0003173985,0.0001379913,0.0001088692,0.00009819314],"domain_scores_gemma":[0.9992459,0.0003522116,0.0001467671,0.0001309502,0.00007822202,0.00004598286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007373776,0.0001189372,0.9932819,0.00001975365,0.0001114168,4.103567e-7,0.0004784302,0.00437377,0.000001407251,0.00002066087,0.00008980554,0.0007661348],"study_design_scores_gemma":[0.004655147,0.001732673,0.971827,0.00001906617,0.0001922551,0.000001717707,0.0001491651,0.0186587,0.000007179065,0.00002457881,0.002692398,0.00004015881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998027,0.00002215929,0.0006168633,0.0001254225,0.00007642987,0.0009735193,0.0001087889,0.00002071135,0.0000290935],"genre_scores_gemma":[0.9978542,0.0001046604,0.0006024053,0.00002188165,0.00003525506,0.00004429976,0.001249847,0.00001067405,0.00007680956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02145493,"threshold_uncertainty_score":0.3417363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480698572240083,"score_gpt":0.3507086632144603,"score_spread":0.3259016774920595,"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."}}