{"id":"W4381956693","doi":"10.1097/cxa.0000000000000131","title":"The Current State of Psychostimulants Use and Harms in Canada","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychological intervention; Medicine; Psychosocial; Psychiatry; Population; Heroin; Methamphetamine; Paraphernalia; Environmental health; Drug; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007273171,0.0002468118,0.0004398473,0.003472098,0.003972143,0.002683005,0.001693869,0.0006281081,0.005809595],"category_scores_gemma":[0.003201998,0.0003012372,0.0008957466,0.008569238,0.0009994055,0.0006649503,0.001236879,0.001187085,0.000393364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07090962,"about_ca_system_score_gemma":0.1118417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973869,"about_ca_topic_score_gemma":0.9981931,"domain_scores_codex":[0.9982753,0.0000841865,0.000126685,0.0001202876,0.0009121541,0.000481376],"domain_scores_gemma":[0.9908906,0.0003960238,0.001122226,0.00008914855,0.005183797,0.002318225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002387874,0.0001479318,0.8512936,0.001202011,0.0002804826,0.0005979213,0.002086916,0.0005458026,0.0004239113,0.0024629,0.02243421,0.1182856],"study_design_scores_gemma":[0.00001351149,0.00005987315,0.9659008,0.0008665434,0.0001222732,0.0002835538,0.004745403,0.0007292482,0.0002639197,0.0002899088,0.02665209,0.00007286677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8076301,0.06448909,0.0005494743,0.03331287,0.0003948848,0.0001542385,0.03827446,0.0001752913,0.05501955],"genre_scores_gemma":[0.9600708,0.02727717,0.0007362012,0.002397021,0.00005837095,0.00003198607,0.004788043,0.00002015798,0.004620159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07090962,"threshold_uncertainty_score":0.5144877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180708839397987,"score_gpt":0.2495979359292333,"score_spread":0.2315270519894346,"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."}}