{"id":"W4220748771","doi":"10.1016/s2352-3018(22)00067-4","title":"Observed CD4 counts at entry into HIV care and at antiretroviral therapy prescription by age in the USA, 2004–18: a cohort study","year":2022,"lang":"en","type":"article","venue":"The Lancet HIV","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Antiretroviral therapy; Medical prescription; Cohort study; Human immunodeficiency virus (HIV); Cohort; MEDLINE; Health care; Sida","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005095262,0.0000894104,0.0001967127,0.00003717279,0.0002710636,0.00002880797,0.0002265501,0.00002098648,0.00189676],"category_scores_gemma":[0.00003405995,0.00005316443,0.00005491771,0.0001399446,0.00007537595,0.00004214907,0.0001551192,0.0002810932,0.0000970965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001907781,"about_ca_system_score_gemma":0.00002111218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004027875,"about_ca_topic_score_gemma":0.0006185404,"domain_scores_codex":[0.9986976,0.0003583007,0.0001396534,0.0001752557,0.0004042482,0.0002248792],"domain_scores_gemma":[0.9994901,0.0000424252,0.00003524715,0.0003702832,0.00002125732,0.00004062155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002358769,0.0001227957,0.5734582,0.00001708492,0.00003390099,0.00002648188,0.003023704,5.770739e-7,0.001401185,0.00001074514,0.4208444,0.0008250927],"study_design_scores_gemma":[0.003524936,0.002478109,0.7036574,0.00003950912,0.00003954355,0.00002242899,0.004353598,0.0001854472,0.0001242661,0.00003381507,0.2854264,0.0001145252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834707,0.003054566,0.000002718053,0.001028522,0.00004554504,0.0009349136,0.0001041908,0.00001706122,0.01134182],"genre_scores_gemma":[0.9400166,0.0004313512,0.000006613712,0.000450926,0.0001060741,0.0001992504,0.0002072027,0.00001131605,0.0585707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1354179,"threshold_uncertainty_score":0.9990156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05350434956268046,"score_gpt":0.3319912180523187,"score_spread":0.2784868684896382,"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."}}