{"id":"W2090537412","doi":"10.1136/jech-2013-202386.6","title":"AN INVESTIGATION OF SOCIAL AND CLINICAL FACTORS INFLUENCING TRENDS IN CD4 COUNT AMONG HIV-INFECTED PATIENTS IN SASKATOON, CANADA","year":2013,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Demography; Incidence (geometry); Population; Ethnic group; Human immunodeficiency virus (HIV); Hepatitis C; HIV diagnosis; Pediatrics; Viral load; Internal medicine; Immunology; Antiretroviral therapy; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004802233,0.0003597593,0.0003214504,0.001291084,0.003061377,0.001128259,0.0008220127,0.0004263259,0.002325404],"category_scores_gemma":[0.001241773,0.0003364091,0.0004307634,0.003521348,0.0005347318,0.0003774065,0.0008187765,0.0006488718,0.0003225586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01551999,"about_ca_system_score_gemma":0.02195821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9679831,"about_ca_topic_score_gemma":0.9841921,"domain_scores_codex":[0.9994494,0.00007398165,0.00004498955,0.00006225923,0.0001070991,0.0002621406],"domain_scores_gemma":[0.9983032,0.0001427706,0.0002728153,0.00003295911,0.0007302431,0.0005181264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002815609,0.00003026119,0.9978262,0.00001500152,0.00001319496,0.0001013806,0.0003432241,0.00003158015,0.0001021478,0.00001455727,0.0002874524,0.001206957],"study_design_scores_gemma":[0.000008444298,0.00004689879,0.9961367,0.00002881956,0.0000168512,0.00009752312,0.002887518,0.0002030882,0.00003871611,0.00001098916,0.0005171785,0.000007327052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967884,0.0003604793,0.00004640268,0.0002126143,0.000009836519,0.00006550457,0.001566223,0.000003468032,0.0009472143],"genre_scores_gemma":[0.9979608,0.000339035,0.0001612316,0.0001578344,0.000007231174,0.00004113699,0.0008515313,0.000002352295,0.0004788032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03201693,"threshold_uncertainty_score":0.1126059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276068898340424,"score_gpt":0.437860136712069,"score_spread":0.3102532468780266,"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."}}