{"id":"W4392683263","doi":"10.1007/s11524-024-00828-0","title":"Patterns of Socioeconomic Marginalization among People Who Use Drugs: A Gender-Stratified Repeated Measures Latent Class Analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Urban Health","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; BC Centre for Disease Control; British Columbia Centre on Substance Use; University of British Columbia","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; National Institutes of Health; Michael Smith Health Research BC","keywords":"Socioeconomic status; Latent class model; Social class; Demography; Medicine; Psychology; Environmental health; Sociology; Population; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002463814,0.0004273421,0.0006861009,0.001001698,0.001506453,0.001129201,0.0008822453,0.0005945176,0.004253551],"category_scores_gemma":[0.005020454,0.0003485483,0.002017625,0.001367097,0.0007964738,0.0008125645,0.001245074,0.001090191,0.0003237419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006999479,"about_ca_system_score_gemma":0.001095002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03125831,"about_ca_topic_score_gemma":0.02607239,"domain_scores_codex":[0.997971,0.0008882813,0.00009645536,0.0003334707,0.0002132717,0.0004973942],"domain_scores_gemma":[0.997623,0.0006257947,0.0005590833,0.0006385261,0.0002753887,0.0002781676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008445139,0.0004671445,0.9927249,0.00001015105,0.0003663325,0.00004102314,0.001336418,0.0001554801,0.0003798595,0.0001862421,0.0002439401,0.003243979],"study_design_scores_gemma":[0.00001607634,0.0003487175,0.9949451,0.00000693663,0.00009865904,0.00003995796,0.002179198,0.001906879,0.00009209506,0.0001750321,0.0001767447,0.00001464186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991382,0.00002442781,0.0003270151,0.00002983076,0.000004713977,0.00001950244,0.000305402,0.000005695548,0.0001451227],"genre_scores_gemma":[0.9991836,0.00001270394,0.0001676944,0.000007313567,0.000003609191,0.00002917411,0.0002996228,0.000004049453,0.0002923546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03125831,"threshold_uncertainty_score":0.06215274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06156552192370215,"score_gpt":0.3396877680887405,"score_spread":0.2781222461650383,"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."}}