{"id":"W2004183472","doi":"10.1177/0956462413477555","title":"A glimmer of hope? Evaluation of time for non-genitourinary medicine physicians to diagnose HIV infection in patients presenting with HIV-related illness","year":2013,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Interquartile range; Medical diagnosis; Pediatrics; Genitourinary system; Retrospective cohort study; Cohort; Human immunodeficiency virus (HIV); Genitourinary medicine; Outpatient clinic; Internal medicine; Family medicine; Pathology","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":[0.001301208,0.0001646848,0.0002900087,0.0007222228,0.0006601545,0.001184021,0.0004804605,0.0005256652,0.001707841],"category_scores_gemma":[0.01228884,0.0002007936,0.0003801905,0.0007253665,0.0003885851,0.00123301,0.0007643255,0.001165679,0.0002625345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008320133,"about_ca_system_score_gemma":0.001002214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006106046,"about_ca_topic_score_gemma":0.0111923,"domain_scores_codex":[0.9989679,0.0003587978,0.0001611667,0.00008002976,0.00018166,0.0002506181],"domain_scores_gemma":[0.9879639,0.00204183,0.007070493,0.0001443724,0.0008192027,0.001960133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284637,0.0000355338,0.9964086,0.00001761018,0.00001519338,0.0001308568,0.0003537942,0.00002109351,0.00006271894,0.0000214573,0.0001705196,0.002634078],"study_design_scores_gemma":[0.000008687755,0.0004882516,0.9935143,0.00005164488,0.00002214723,0.0007884098,0.004396601,0.000154292,0.00007592964,0.00004403469,0.000443989,0.00001172873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970645,0.001033474,0.00008371601,0.0007207005,0.00002362037,0.00001331138,0.0001743908,0.00000470923,0.0008814243],"genre_scores_gemma":[0.9993809,0.0001942801,0.0001256826,0.00009776426,0.00002010032,0.000005127666,0.0000860955,0.000001471433,0.00008837808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006106046,"threshold_uncertainty_score":0.01214099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150491245324929,"score_gpt":0.3374690130078787,"score_spread":0.3224198884753858,"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."}}