{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002213072,0.00005040075,0.0001008817,0.0000909822,0.0001939294,0.00001319992,0.00006712555,0.000003851029,0.00002822955],"category_scores_gemma":[0.00004217551,0.00003004481,0.00002258798,0.0001254769,0.00003343215,0.00003793325,0.000007029281,0.0002629288,2.246146e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009184051,"about_ca_system_score_gemma":0.004179758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9120455,"about_ca_topic_score_gemma":0.9947771,"domain_scores_codex":[0.999334,0.00006793944,0.0002196222,0.00004395385,0.0002055572,0.0001288916],"domain_scores_gemma":[0.9994734,0.0000664284,0.0001403205,0.000101442,0.00006411576,0.0001542819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005568304,0.00007047825,0.4981936,0.00001997799,0.0002582011,0.0002379774,0.003937841,0.004332001,0.00004878073,0.00003419794,0.0252203,0.4670899],"study_design_scores_gemma":[0.0009438614,0.0002066425,0.9567084,0.00005852049,0.0000596037,0.0001336128,0.0004008157,0.000359827,0.00002967628,0.0001239123,0.04094025,0.0000348898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921265,0.003904333,0.000001974219,0.003167522,0.0005514229,0.0001454318,0.00007457216,6.607162e-7,0.00002760799],"genre_scores_gemma":[0.9994099,0.0004026446,0.000005979942,0.0001083981,0.00002010701,0.000003683334,0.000003975151,0.000005894256,0.00003938315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.467055,"threshold_uncertainty_score":0.7414712,"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."}}