{"id":"W3117903907","doi":"10.1136/bmjopen-2020-048353","title":"Evaluation of risk mitigation measures for people with substance use disorders to address the dual public health crises of COVID-19 and overdose in British Columbia: a mixed-method study protocol","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Professional Engineers Ontario; University of British Columbia; BC Centre for Disease Control; Centre for Advancing Health Outcomes; St. Paul's Hospital; University of Victoria; Simon Fraser University","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Public health; Population; Receipt; Observational study; Biostatistics; Psychosocial; Interim; Environmental health; Family medicine; Psychiatry; Nursing","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":[0.004993212,0.00009668301,0.0004533017,0.00005058148,0.0001228562,0.0001780459,0.0001041497,0.00003283768,0.00002789976],"category_scores_gemma":[0.004215894,0.00009739826,0.00003257789,0.0005050407,0.00003888652,0.0002043689,0.00008329312,0.00006051811,1.147619e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043811,"about_ca_system_score_gemma":0.003077595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1004806,"about_ca_topic_score_gemma":0.9394986,"domain_scores_codex":[0.9967403,0.00144039,0.0004469505,0.0003616905,0.0008275248,0.0001830866],"domain_scores_gemma":[0.9979344,0.0004535546,0.0003276646,0.0004073478,0.0007427682,0.0001342825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006924177,0.002192492,0.9545702,0.0005994755,0.0001637216,0.000003513449,0.01756855,0.0002478265,0.00001131961,0.00000818498,0.0008955842,0.02304666],"study_design_scores_gemma":[0.01651455,0.001291243,0.9470046,0.0003260564,0.0001928709,0.00001049209,0.03378609,0.0002752307,0.00004154919,0.0002527048,0.0002065581,0.00009801744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6900247,0.00005732045,0.0005950202,0.001766863,0.00001476058,0.3073705,0.0001526447,0.00000619749,0.00001199992],"genre_scores_gemma":[0.6560971,0.00001075474,0.003242517,0.0002131456,0.000007476404,0.3403327,0.00004906686,0.00001882898,0.00002833579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.839018,"threshold_uncertainty_score":0.9055094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342129992544756,"score_gpt":0.4666744612461537,"score_spread":0.3324614619916781,"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."}}