{"id":"W7132930916","doi":"","title":"Assessing the Potential of Oral Opioid Agonist Treatment to Prevent Injection Drug Use Initiation Assistance Provision in People Who Inject Drugs","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid; Methadone; Medical prescription; Cohort; Confidence interval; Opioid use disorder; Drug; Morphine","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":[0.009490387,0.0005521823,0.0006641083,0.0008248656,0.000798095,0.001676673,0.001642079,0.0009737863,0.002774076],"category_scores_gemma":[0.05262432,0.000538071,0.002384853,0.001113744,0.0007322647,0.0008993981,0.001697459,0.001543407,0.0002402282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004469903,"about_ca_system_score_gemma":0.007169183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3622282,"about_ca_topic_score_gemma":0.3631265,"domain_scores_codex":[0.9949142,0.002233015,0.0003211848,0.0007314631,0.001088322,0.0007119093],"domain_scores_gemma":[0.9776927,0.01263023,0.005095649,0.001263268,0.002074101,0.001244009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002509779,0.00009421692,0.9838527,0.0001321005,0.0007832471,0.00002277394,0.0004748401,0.0008567397,0.00005253953,0.0004058821,0.0004027979,0.01267109],"study_design_scores_gemma":[0.0000372432,0.0006171982,0.9859753,0.0003117197,0.001111435,0.00004966772,0.0007571202,0.009027566,0.0002786852,0.0004270378,0.00139001,0.00001699253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899405,0.002295969,0.001185777,0.001763621,0.00005238914,0.0001474949,0.001783611,0.00002366066,0.002806988],"genre_scores_gemma":[0.9970722,0.0008255087,0.000821711,0.0001213681,0.00002332329,0.00004507436,0.0005582351,0.000004124153,0.0005284366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3622282,"threshold_uncertainty_score":0.7202396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04214030999358511,"score_gpt":0.4049638613921546,"score_spread":0.3628235513985695,"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."}}