{"id":"W1984349860","doi":"10.1097/00002030-200103090-00015","title":"Effect of highly active antiretroviral therapy on outcomes in Veterans Affairs Medical Centers","year":2001,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Veterans Affairs; Medical prescription; Emergency medicine; Fiscal year; Health care; Inpatient care; Acute care; Family medicine; Quarter (Canadian coin); Medical emergency; Internal medicine; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002175104,0.0003741035,0.0005002868,0.001065658,0.0009536094,0.001873192,0.0007718998,0.0005535083,0.002690864],"category_scores_gemma":[0.01280739,0.0002060047,0.001054535,0.001816105,0.0003404186,0.0008570134,0.001350826,0.001354933,0.0002131851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001807898,"about_ca_system_score_gemma":0.001959734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03297913,"about_ca_topic_score_gemma":0.03825413,"domain_scores_codex":[0.9972993,0.001259593,0.0002109644,0.0002304506,0.0004203211,0.000579523],"domain_scores_gemma":[0.9864331,0.002296332,0.005803471,0.0003526974,0.001312026,0.003802316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003164219,0.000165953,0.9953704,0.00001407674,0.0002162857,0.00003926625,0.00006041666,0.000132377,0.00001669648,0.00006317378,0.0008755538,0.00272931],"study_design_scores_gemma":[0.00002828803,0.0002474911,0.9986367,0.00002888459,0.00008818636,0.00004642851,0.0002234875,0.0002984683,0.00001829228,0.00005618943,0.0003209959,0.000006734746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943016,0.001616842,0.00005085082,0.0008395009,0.0000617629,0.00002269806,0.001064959,0.000009145413,0.002032702],"genre_scores_gemma":[0.9982417,0.0002694126,0.00003720493,0.0001186405,0.00006070627,0.00001005239,0.001024366,0.000003571599,0.0002344133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03297913,"threshold_uncertainty_score":0.06557435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153357928708497,"score_gpt":0.3539873121443283,"score_spread":0.3386515192734786,"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."}}