{"id":"W3106730078","doi":"10.1186/s12981-021-00409-0","title":"Patient characteristics and determinants of CD4 at diagnosis of HIV in Mexico from 2008 to 2017: a 10-year population-based study","year":2021,"lang":"en","type":"article","venue":"AIDS Research and Therapy","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Programs for Assessment of Technology in Health Research Institute; Impact","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Medicine; Odds ratio; Confidence interval; Human immunodeficiency virus (HIV); Logistic regression; HIV diagnosis; Public health; Population; Health care; Demography; Odds; Pediatrics; Family medicine; Antiretroviral therapy; Environmental health; Internal medicine; Viral load; 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":[0.0006292933,0.0003438411,0.0003416307,0.0008122385,0.0005542733,0.0007390818,0.000543007,0.0007230038,0.001890143],"category_scores_gemma":[0.001400041,0.0003761194,0.0005450659,0.001147328,0.0002602197,0.0006597029,0.0005150764,0.0007916971,0.0002441732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006897663,"about_ca_system_score_gemma":0.0005346982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01614097,"about_ca_topic_score_gemma":0.0137412,"domain_scores_codex":[0.9996606,0.00006681847,0.00003429647,0.00009240887,0.00005481418,0.00009103122],"domain_scores_gemma":[0.9990631,0.0001257962,0.0005013542,0.00005550482,0.0001127622,0.0001414421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006502691,0.00004433266,0.9993419,0.00000460005,0.00003144016,0.00002809476,0.00005382968,0.00001603171,0.00002916455,0.000004657094,0.0001339662,0.0002467872],"study_design_scores_gemma":[0.000008931303,0.00006894232,0.9992762,0.000005221177,0.00002962442,0.00004997712,0.0002844471,0.0001028648,0.00001417303,0.000004195125,0.0001526274,0.000002765847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987363,0.00007440296,0.00002355452,0.00004840713,0.000004643028,0.000007348913,0.0009576864,0.00000224616,0.0001454275],"genre_scores_gemma":[0.998482,0.00008632022,0.00004309638,0.00003761217,0.00001493796,0.00002229763,0.001149984,0.000001457813,0.0001623053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01614097,"threshold_uncertainty_score":0.03209406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06459513873615533,"score_gpt":0.3971152092411966,"score_spread":0.3325200705050413,"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."}}