{"id":"W2767214333","doi":"10.1097/qai.0000000000001585","title":"People Born in Non–Main English Speaking Countries Are Less Likely to Start HIV Treatment Early in Australia: A National Cohort Analysis, 2014–15","year":2017,"lang":"en","type":"letter","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ACT Government","keywords":"Cohort; Human immunodeficiency virus (HIV); Medicine; Cohort study; Pediatrics; Family medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001656723,0.0002826273,0.0005757575,0.0008715455,0.0007370727,0.001061278,0.001210682,0.001089541,0.003557276],"category_scores_gemma":[0.01150101,0.0005996847,0.001068039,0.001419676,0.0003321033,0.001033086,0.0009950688,0.001784527,0.0004158229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005624504,"about_ca_system_score_gemma":0.001239141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0315183,"about_ca_topic_score_gemma":0.03741987,"domain_scores_codex":[0.9989913,0.0002369484,0.0002092104,0.0002139057,0.0001977082,0.000150935],"domain_scores_gemma":[0.9926005,0.001281617,0.003046848,0.0004111909,0.001536082,0.001123788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004207226,0.00007569486,0.9765406,0.0004804693,0.0005677697,0.0002140202,0.000743466,0.00003653738,0.00006383211,0.00004998537,0.01519681,0.005610151],"study_design_scores_gemma":[0.0000326851,0.00006303891,0.9972338,0.0001263423,0.0002278345,0.0002267005,0.0003466893,0.0001233763,0.00001519944,0.00001960535,0.001571426,0.00001337242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696705,0.01011552,0.0001950602,0.005258444,0.0009006623,0.0001285822,0.01183836,0.00003849718,0.001854315],"genre_scores_gemma":[0.9886683,0.003000845,0.0003144468,0.001915573,0.001004385,0.0001407937,0.003387627,0.00003180368,0.001536268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0315183,"threshold_uncertainty_score":0.06266969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351433384294458,"score_gpt":0.3296130847276706,"score_spread":0.296098750884726,"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."}}