{"id":"W4399305573","doi":"10.1097/cxa.0000000000000207","title":"Substance Use, Addiction and Support Services: Increased Risk and Service Inequity for Official Language Minority Communities in Canada","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Saint-Boniface; McGill University","funders":"","keywords":"Population; Addiction; Mental health; Political science; Public relations; Service provider; Substance use; Health care; Medicine; Psychology; Service (business); Business; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006757675,0.00008941672,0.0001353942,0.0001712804,0.0002825657,0.00007272551,0.00008743293,0.00006632684,0.000150169],"category_scores_gemma":[0.00001742957,0.00007522098,0.00001919766,0.0001907724,0.00003558489,0.0002029319,0.000003567364,0.0003384631,0.000001104706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000374188,"about_ca_system_score_gemma":0.001805239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978208,"about_ca_topic_score_gemma":0.999986,"domain_scores_codex":[0.9991083,0.0001944943,0.0003005564,0.00008114536,0.00009962288,0.0002159524],"domain_scores_gemma":[0.9991189,0.0002629967,0.0001323986,0.0001145517,0.0001249466,0.0002462221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001254626,0.00004910046,0.6384278,0.0004923034,0.0004371375,0.000238033,0.214658,0.0002003641,0.0000273659,0.002954465,0.02767218,0.1135886],"study_design_scores_gemma":[0.0007837101,0.0001412298,0.9486074,0.0001446323,0.0001274864,0.0002070505,0.01365115,0.001663042,0.000008023109,0.0001305339,0.0344227,0.0001129882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946593,0.003034323,0.00004008392,0.0005255785,0.0006325885,0.0001877414,0.0007617973,0.000006715452,0.0001518822],"genre_scores_gemma":[0.9987766,0.0001376073,0.00002636112,0.0006984971,0.0002206801,0.000008431989,0.00007981803,0.000009106215,0.00004285997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3101797,"threshold_uncertainty_score":0.3202416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02251263942781333,"score_gpt":0.2655737407202522,"score_spread":0.2430611012924389,"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."}}