{"id":"W4293243725","doi":"10.23889/ijpds.v7i3.2100","title":"Engagement of persons with lived experience in research that uses linked administrative health data - the BC Provincial Overdose Cohort.","year":2022,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Public health; Medicine; Drug overdose; Declaration; Opioid overdose; Cohort; Medical emergency; Psychiatry; Family medicine; Environmental health; Poison control; Political science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008203162,0.0002770889,0.0003735062,0.00162566,0.008331125,0.00276983,0.001303355,0.0008348806,0.00709084],"category_scores_gemma":[0.03041525,0.000393194,0.0005469499,0.002441359,0.001165502,0.001155812,0.007562732,0.001946769,0.001436119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0121744,"about_ca_system_score_gemma":0.04996357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7427947,"about_ca_topic_score_gemma":0.8544502,"domain_scores_codex":[0.9907273,0.003833792,0.0005949842,0.0007252636,0.002416564,0.001702065],"domain_scores_gemma":[0.9710761,0.004031673,0.002517102,0.003792893,0.01008299,0.008499118],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005519704,0.0003930092,0.6102889,0.0007631109,0.0001978969,0.001159332,0.06370023,0.0002397761,0.001715633,0.005298671,0.1794365,0.1362551],"study_design_scores_gemma":[0.0001451292,0.0002207472,0.5330094,0.001622122,0.0001212804,0.001036002,0.0548028,0.0006417934,0.0009132979,0.002463272,0.4048592,0.0001649493],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7094122,0.003981132,0.01070297,0.0661795,0.001186958,0.01047755,0.09837723,0.0004494839,0.09923301],"genre_scores_gemma":[0.8819945,0.003272536,0.02003014,0.02082141,0.0003922398,0.0123092,0.02433759,0.0002591606,0.03658315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9917969,"threshold_uncertainty_score":0.5174401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9471365289685427,"score_gpt":0.7684861845089768,"score_spread":0.178650344459566,"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."}}