{"id":"W3173172935","doi":"10.1186/s13011-021-00390-x","title":"The impact of PSTD on service access among people who use drugs in Vancouver, Canada","year":2021,"lang":"en","type":"article","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital; Simon Fraser University; University of British Columbia; British Columbia Centre on Substance Use","funders":"Canadian Institutes of Health Research; National Institutes of Health; Michael Smith Health Research BC; National Institute on Drug Abuse; St. Paul's Foundation","keywords":"Gee; Checklist; Generalized estimating equation; Mental health; Psychiatry; Odds ratio; Medicine; Confidence interval; Odds; Confounding; Psychology; Logistic regression","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005606016,0.0002321013,0.0003663153,0.00009624038,0.00009860703,0.00004580065,0.00007480254,0.00005180013,0.00004311982],"category_scores_gemma":[0.00002013637,0.0001522439,0.0001273358,0.0006674676,0.00002769878,0.0002099874,0.00001226684,0.00007681302,0.000001814869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013018,"about_ca_system_score_gemma":0.001232935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6369045,"about_ca_topic_score_gemma":0.9747145,"domain_scores_codex":[0.9987991,0.0001020685,0.000299197,0.0002797822,0.0002236168,0.0002961773],"domain_scores_gemma":[0.9990042,0.0001479818,0.0001356618,0.0004603868,0.0001186454,0.0001331562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004938067,0.001548976,0.9710209,0.00009955144,0.0005609715,0.00006141121,0.01750879,0.0002521035,0.00005616429,0.0003045622,0.001885442,0.006207361],"study_design_scores_gemma":[0.00443546,0.000329306,0.9907829,0.0003506583,0.00009635207,0.000004242277,0.001581987,0.00007680724,0.00140446,0.0001556072,0.0006533841,0.0001287958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972007,0.000950053,0.000001334541,0.0006279799,0.00009664405,0.0005706224,0.00004540449,0.00001612237,0.0004911859],"genre_scores_gemma":[0.9847231,0.008369824,0.00001659526,0.0001409326,0.00003473917,0.00008535058,0.0000716238,0.00002200255,0.006535839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.33781,"threshold_uncertainty_score":0.6208327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608652508893292,"score_gpt":0.3203545606231786,"score_spread":0.3042680355342456,"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."}}