{"id":"W3037108259","doi":"10.1177/2325958220931735","title":"Trends and Sex Differences in Access to HIV Care with Scale Up of National HIV Treatment Guidelines in Pune, India","year":2020,"lang":"en","type":"article","venue":"Journal of the International Association of Providers of AIDS Care (JIAPAC)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; amfAR, The Foundation for AIDS Research","keywords":"Medicine; Human immunodeficiency virus (HIV); Antiretroviral therapy; Demography; Antiretroviral treatment; Men who have sex with men; Family medicine; Viral load","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":[0.0004649378,0.0001212198,0.0001569436,0.001023981,0.0004132675,0.0009640675,0.0005672668,0.0002764479,0.001888514],"category_scores_gemma":[0.002630818,0.0002611418,0.0002950466,0.001828409,0.0005181333,0.0006463247,0.000710942,0.0007292111,0.000279953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008032615,"about_ca_system_score_gemma":0.001029654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04528531,"about_ca_topic_score_gemma":0.05549603,"domain_scores_codex":[0.9992402,0.0001535945,0.00007718421,0.0001318816,0.0001072136,0.0002899808],"domain_scores_gemma":[0.9980603,0.0003879048,0.0008856032,0.000122417,0.0002661613,0.0002776451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007209995,0.00003659881,0.9950998,0.00001588788,0.00002010834,0.00009005199,0.001126701,0.00004921818,0.00008582747,0.0001137176,0.0003034742,0.002986534],"study_design_scores_gemma":[0.00000193637,0.00003901265,0.998226,0.000007513229,0.000007360922,0.0001257021,0.00124537,0.00006220912,0.00002943226,0.00002201584,0.0002294905,0.000004042012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982123,0.0001915083,0.0000329612,0.0001932331,0.000007783962,0.000006208366,0.0004036549,0.000005516845,0.0009469007],"genre_scores_gemma":[0.9993635,0.0001012182,0.00002769872,0.00004362478,0.000006126731,0.00000517841,0.0001672877,0.000002267143,0.0002831901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04528531,"threshold_uncertainty_score":0.09004343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0360295078851136,"score_gpt":0.3512185012250614,"score_spread":0.3151889933399478,"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."}}