{"id":"W3113358503","doi":"10.23889/ijpds.v5i5.1468","title":"Provincial Overdose Cohort: Population Data Linkage During an Overdose Crisis","year":2020,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","funders":"","keywords":"Medicine; Drug overdose; Population; Medical prescription; Cohort; Declaration; Public health; Emergency medicine; Medical emergency; Poison control; Environmental health; Internal medicine","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":[0.005172197,0.0004088778,0.0007103765,0.003285868,0.00316192,0.002163467,0.002175467,0.00070003,0.004499462],"category_scores_gemma":[0.02186379,0.0006667688,0.0009396457,0.01121729,0.0005684887,0.000833907,0.003811712,0.001458308,0.001373282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01932035,"about_ca_system_score_gemma":0.03389173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9468038,"about_ca_topic_score_gemma":0.9391547,"domain_scores_codex":[0.9933527,0.001078193,0.0007104714,0.001065983,0.002657552,0.001135106],"domain_scores_gemma":[0.9886048,0.0007446735,0.001647944,0.001859392,0.005865495,0.001277834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005926715,0.0001368076,0.8447998,0.0004195886,0.0003474989,0.0002956941,0.001624805,0.001268753,0.0002732944,0.001716838,0.1260354,0.02248883],"study_design_scores_gemma":[0.0002496002,0.00006443205,0.9324566,0.0004358459,0.0001555524,0.0002346148,0.001374462,0.002169783,0.0003084503,0.0008800466,0.06160847,0.00006207152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2999585,0.001562718,0.00579567,0.005626358,0.0002784852,0.002836133,0.6658034,0.0005201043,0.01761865],"genre_scores_gemma":[0.6081048,0.001676562,0.01148698,0.001887866,0.0001255462,0.004481053,0.3645031,0.0002015423,0.007532487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9468038,"threshold_uncertainty_score":0.1401796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07549727959997957,"score_gpt":0.4007831256439038,"score_spread":0.3252858460439242,"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."}}