{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007228698,0.00019439,0.0002353686,0.0002785847,0.0004544384,0.0004947323,0.002171438,0.00006426295,0.00009034847],"category_scores_gemma":[0.001304794,0.0001772582,0.00005848522,0.0003686411,0.00006093394,0.00593129,0.0008986388,0.0002311004,0.00001418899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003868326,"about_ca_system_score_gemma":0.0003379981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009735813,"about_ca_topic_score_gemma":0.0001178846,"domain_scores_codex":[0.9964762,0.00003780822,0.000638796,0.000890008,0.001652765,0.0003043851],"domain_scores_gemma":[0.9975796,0.00003337626,0.0004038117,0.001074326,0.0004909558,0.0004179491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000921582,0.0005361856,0.9799938,0.00006549747,0.0001837405,0.00009774973,0.0005884342,0.0007014211,0.003642372,0.0009171178,0.003387614,0.008964497],"study_design_scores_gemma":[0.001997207,0.0001775299,0.897144,0.00006438523,0.0001302322,0.0001234538,0.0001599329,0.09766242,0.0001837089,0.0002640181,0.001893043,0.0002001305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868155,0.00005459715,0.002561741,0.005449214,0.001523456,0.0006954762,0.002780312,0.00008125656,0.00003844629],"genre_scores_gemma":[0.9741001,0.00006422214,0.008904855,0.0008381063,0.001544336,0.000008222888,0.01447918,0.00002849206,0.00003251214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.096961,"threshold_uncertainty_score":0.7228378,"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."}}