{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008797618,0.0003238975,0.000408379,0.0006951441,0.0009395016,0.0009354255,0.0004413688,0.0004787488,0.0009770814],"category_scores_gemma":[0.002172829,0.0004377918,0.0004149464,0.0009930761,0.0002359587,0.0005702412,0.0007062252,0.000957335,0.0001973626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002990302,"about_ca_system_score_gemma":0.0004830903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0133748,"about_ca_topic_score_gemma":0.0135232,"domain_scores_codex":[0.9994722,0.0001589248,0.00005057596,0.0001176534,0.0001173354,0.00008333756],"domain_scores_gemma":[0.9988987,0.000146785,0.0003357263,0.0001257551,0.0001940403,0.0002989504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007285507,0.00006619361,0.999067,0.000003199774,0.00003996642,0.00003199388,0.00006283945,0.00001771316,0.00009567782,0.00001241623,0.0001450444,0.0003850402],"study_design_scores_gemma":[0.00002692969,0.00008400138,0.9990979,0.000006250319,0.00003437636,0.0001644214,0.000164704,0.0002223627,0.0000463237,0.00001650293,0.0001321991,0.00000391733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988324,0.0001274629,0.00006688713,0.00005439109,0.000008510622,0.00002139852,0.0005631636,0.000002936389,0.0003229079],"genre_scores_gemma":[0.9984577,0.0001139634,0.0001365503,0.00008275893,0.00002274326,0.0000334134,0.0009819224,0.00000245619,0.0001685898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133748,"threshold_uncertainty_score":0.02659392,"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."}}