{"id":"W4412727886","doi":"10.1080/15563650.2025.2529017","title":"Establishing a regional drug profile in Newfoundland and Labrador, Canada, using data from acute drug deaths","year":2025,"lang":"en","type":"article","venue":"Clinical Toxicology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Government of Newfoundland and Labrador; Memorial University of Newfoundland; Newfoundland and Labrador Centre for Applied Health Research; St. John’s Health Sciences Centre","funders":"","keywords":"Drug; Stimulant; Medicine; Drug class; Pharmacology; Opioid; Harm; Harm reduction; Acute toxicity; Forensic toxicology; Toxicity; Public health; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003335345,0.0005592456,0.0005397942,0.005611372,0.002176687,0.001671169,0.001858332,0.000384191,0.002028253],"category_scores_gemma":[0.008050103,0.0003631067,0.0008120269,0.007516626,0.0005693682,0.000984135,0.001287936,0.0005834055,0.000441414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0470935,"about_ca_system_score_gemma":0.08720727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958331,"about_ca_topic_score_gemma":0.9979326,"domain_scores_codex":[0.9978157,0.0003148232,0.0002301598,0.0003426656,0.0007020034,0.0005945613],"domain_scores_gemma":[0.9860254,0.0006503957,0.002072342,0.000329252,0.009731205,0.00119152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001494778,0.00004952522,0.9433734,0.0005154274,0.0001641916,0.0001947803,0.001038563,0.001670618,0.0006117791,0.0005552317,0.01991853,0.03175853],"study_design_scores_gemma":[0.00002067561,0.00003853171,0.9841917,0.000290321,0.00008035549,0.00006334149,0.002381579,0.001655748,0.0005070381,0.00008790966,0.01064529,0.00003751363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7888896,0.009373888,0.01039521,0.01517165,0.0002072119,0.003155871,0.142144,0.0005420461,0.03012057],"genre_scores_gemma":[0.9268457,0.005154974,0.02203564,0.002508852,0.00006208936,0.0008204692,0.03701415,0.00009509538,0.005462973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0470935,"threshold_uncertainty_score":0.3416889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07205281740439796,"score_gpt":0.3953145664058612,"score_spread":0.3232617490014633,"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."}}