{"id":"W4249756204","doi":"10.21203/rs.3.rs-104632/v1","title":"Patient Characteristics and Determinants of CD4 at Diagnosis of HIV in Mexico from 2008 to 2017: A 10-Year Population-Based Study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute; Impact; McMaster University","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Medicine; Confidence interval; Odds ratio; Human immunodeficiency virus (HIV); Logistic regression; HIV diagnosis; Demography; Population; Public health; Odds; Pediatrics; Gerontology; Environmental health; Family medicine; Antiretroviral therapy; 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":[0.0006326212,0.0003297535,0.0003239342,0.0007686877,0.0005502226,0.0007506115,0.0005431973,0.000728688,0.002056702],"category_scores_gemma":[0.001467771,0.0003620873,0.0005707946,0.001088738,0.0002533469,0.000684855,0.000534766,0.0008251101,0.0002854515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006599051,"about_ca_system_score_gemma":0.0005377265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01420652,"about_ca_topic_score_gemma":0.01213139,"domain_scores_codex":[0.9996623,0.00006563475,0.00003363151,0.00009236329,0.00005783857,0.0000883797],"domain_scores_gemma":[0.9990363,0.000123426,0.000518678,0.00006001844,0.0001215912,0.0001400118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006855913,0.00004486875,0.9993103,0.000004627055,0.00003420709,0.00002877958,0.00005481462,0.00001447544,0.00003037869,0.00000458382,0.0001581146,0.0002463434],"study_design_scores_gemma":[0.000008966669,0.00007269763,0.99926,0.000005487303,0.00003096649,0.00005460703,0.00028388,0.00009577902,0.00001558534,0.000004196258,0.0001650997,0.000002734695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998512,0.0000743871,0.00002568277,0.00005843328,0.000005209875,0.000007304171,0.001143827,0.000002652952,0.0001705528],"genre_scores_gemma":[0.9982881,0.00007951701,0.00004291482,0.00004094501,0.00001447149,0.00002273018,0.001312053,0.000001638155,0.0001975779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01420652,"threshold_uncertainty_score":0.02824765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08287108939619815,"score_gpt":0.4222660109129302,"score_spread":0.3393949215167321,"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."}}