{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003803319,0.000115266,0.0003528612,0.0002722627,0.0000209642,0.000005479938,0.0001214739,0.00007973841,0.0007339826],"category_scores_gemma":[0.0004182447,0.00007613478,0.0002424358,0.0002364678,0.0001093546,0.00006896608,0.00002047353,0.0002836601,0.00005681563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005894285,"about_ca_system_score_gemma":0.00004067868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004095167,"about_ca_topic_score_gemma":0.00002616996,"domain_scores_codex":[0.9986083,0.000223154,0.0002207935,0.0001632456,0.0005167429,0.0002677815],"domain_scores_gemma":[0.9993092,0.0002716849,0.00003095184,0.0001988522,0.00002829211,0.000161002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003036887,0.0006931672,0.6657838,0.00005479778,0.000176719,0.0002311877,0.000349012,2.927845e-7,0.006240656,0.0001225643,0.001493107,0.3218178],"study_design_scores_gemma":[0.03065492,0.2490095,0.581989,0.001644508,0.00006549548,0.00006244524,0.000599578,0.0005751215,0.1298583,0.00003965463,0.005162891,0.0003385086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985631,0.000060649,0.00004149024,0.0008358025,0.00005293524,0.0002894847,0.00001262239,0.00002206566,0.01305393],"genre_scores_gemma":[0.9971841,0.0002164972,0.00001724924,0.0001127034,0.00004086673,0.0000205364,0.00001798764,0.00001334954,0.002376724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3214793,"threshold_uncertainty_score":0.8036594,"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."}}