{"id":"W3114863666","doi":"10.1007/s40122-020-00229-6","title":"Comparison of Crude Population-Level Indicators of Opioid Use and Related Harm in New Zealand and Ontario (Canada)","year":2020,"lang":"en","type":"article","venue":"Pain and Therapy","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Simon Fraser University; Centre for Addiction and Mental Health","funders":"Faculty of Medical and Health Sciences, University of Auckland; Canadian Institutes of Health Research","keywords":"Harm; Population; Geography; Demography; Psychology; Sociology; Social psychology","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":[0.00008040113,0.00008496345,0.0002826758,0.00005514565,0.00001471528,0.000005422423,0.00001778732,0.00004410839,0.00003462745],"category_scores_gemma":[0.00002994067,0.00007043034,0.00001243887,0.00009662761,0.00002656248,0.00002833797,0.000008910238,0.00007947737,5.401903e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002522247,"about_ca_system_score_gemma":0.0001881316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5185324,"about_ca_topic_score_gemma":0.2569215,"domain_scores_codex":[0.9994271,0.00004057341,0.0002173766,0.0001287577,0.0001107887,0.00007539064],"domain_scores_gemma":[0.9996548,0.00007983614,0.00007792913,0.00006664958,0.00001043262,0.0001103074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001983836,0.00008225255,0.9762537,0.00003744844,0.00006523585,0.000002799614,0.01050036,0.000001055759,0.0003442585,0.00003642174,0.0003035599,0.01217449],"study_design_scores_gemma":[0.002952928,0.0003735752,0.9936339,0.00006227194,0.00001829015,9.02009e-7,0.0003012808,0.0001222347,0.0006232515,0.0000853909,0.001769266,0.00005674483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996133,0.002348776,0.000004240531,0.001220379,0.00001305904,0.0002436544,0.000006790423,0.000005107177,0.00002497399],"genre_scores_gemma":[0.9987226,0.0005997944,0.0002430024,0.000270412,0.0000051866,0.00000180023,0.0000311993,0.000008010321,0.0001180672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2616109,"threshold_uncertainty_score":0.7566377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0362181843797428,"score_gpt":0.2820682098829487,"score_spread":0.2458500255032059,"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."}}