{"id":"W2736996044","doi":"10.1007/s10461-017-1863-x","title":"Substance Use, Violence, and Antiretroviral Adherence: A Latent Class Analysis of Women Living with HIV in Canada","year":2017,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital; McGill University Health Centre; B.C. Women's Hospital & Health Centre; University of British Columbia; British Columbia Centre on Substance Use; AIDS Vancouver; McGill University; University of Victoria; Simon Fraser University","funders":"Institute of Gender and Health; National Institute on Drug Abuse; National Institutes of Health; Canadian HIV Trials Network, Canadian Institutes of Health Research; Michael Smith Health Research BC; Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Latent class model; Health psychology; Cart; Multinomial logistic regression; Odds; Medicine; Substance use; Substance abuse; Public health; Psychiatry; Logistic regression; Human immunodeficiency virus (HIV); Demography; Social class; Clinical psychology; Psychology; Environmental health; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001342495,0.0006349364,0.0009478272,0.001925724,0.008225067,0.002742919,0.002451706,0.001196443,0.002819221],"category_scores_gemma":[0.003106622,0.0009514703,0.002086336,0.005784235,0.001495215,0.000805124,0.002178419,0.002504087,0.0003454975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02389544,"about_ca_system_score_gemma":0.04074076,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938112,"about_ca_topic_score_gemma":0.9956299,"domain_scores_codex":[0.997876,0.0003433915,0.0001338206,0.0002840543,0.000426431,0.000936174],"domain_scores_gemma":[0.9971086,0.0003038155,0.000433798,0.0001917641,0.0009953742,0.0009665224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000802983,0.0001187369,0.9957289,0.00001204967,0.0001009567,0.00005224497,0.001485143,0.0001297057,0.00009432172,0.0001482387,0.0003617961,0.001687528],"study_design_scores_gemma":[0.00001420935,0.00003933245,0.9918921,0.00004528826,0.00006942857,0.0000388343,0.00605219,0.001086277,0.00005107722,0.00006729165,0.0006245542,0.00001944948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975991,0.0002921823,0.0001257491,0.0002134819,0.00001423873,0.00003629173,0.001226901,0.000004631019,0.0004875014],"genre_scores_gemma":[0.9970862,0.0003835165,0.0002174791,0.00007318125,0.000007395422,0.00003265516,0.001251643,0.000008048858,0.0009398311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02389544,"threshold_uncertainty_score":0.1733744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427604476765591,"score_gpt":0.2963230699661244,"score_spread":0.2720470251984685,"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."}}