{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004317597,0.0001784095,0.0006199966,0.00009356153,0.00007387333,0.0000314776,0.0002767824,0.0001722404,0.0001075612],"category_scores_gemma":[0.0007845665,0.0001602249,0.000041714,0.0002219279,0.0001590116,0.0001295373,0.0004600658,0.0004718908,0.000005171793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004582949,"about_ca_system_score_gemma":0.002882502,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5628402,"about_ca_topic_score_gemma":0.8753172,"domain_scores_codex":[0.9979478,0.0002215793,0.000620435,0.0007223801,0.0001580625,0.0003297043],"domain_scores_gemma":[0.9971973,0.001748439,0.0001081703,0.0007261407,0.00004565777,0.0001742554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004045839,0.0005030378,0.9372947,0.00004191682,0.0003382273,0.0004854946,0.000215152,0.000004179316,0.0000893255,0.0002300038,0.05482371,0.005569638],"study_design_scores_gemma":[0.00650568,0.0001122445,0.9470114,0.0002556548,0.0005048916,0.00002647981,0.0004593482,0.007297221,0.000024412,0.0009207931,0.03667232,0.0002095323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847737,0.001194304,0.00003866337,0.01176803,0.0007114796,0.0005033279,0.0002008618,0.00002641733,0.0007832343],"genre_scores_gemma":[0.9761702,0.0005609142,0.008414301,0.01057649,0.0003460176,0.0000360506,0.001040074,0.00003311329,0.002822879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.312477,"threshold_uncertainty_score":0.653378,"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."}}