{"id":"W2885793099","doi":"10.5210/ojphi.v10i1.8838","title":"Enhanced surveillance to monitor response to a provincial overdose emergency, Canada","year":2018,"lang":"en","type":"article","venue":"Online Journal of Public Health Informatics","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"Provincial Health Services Authority","keywords":"Harm reduction; Medicine; Medical emergency; Public health; Drug overdose; Intervention (counseling); Opioid overdose; Public health surveillance; Environmental health; Poison control; Nursing; (+)-Naloxone","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":[0.002106967,0.0002041193,0.0005618932,0.0003827171,0.0001295738,0.00002865188,0.0002404344,0.00006072822,0.0001068679],"category_scores_gemma":[0.002809156,0.0001633796,0.00007702343,0.0007141831,0.00002054022,0.0002315949,0.00007671317,0.0002626575,0.00003235009],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590595,"about_ca_system_score_gemma":0.01401187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01623913,"about_ca_topic_score_gemma":0.1181456,"domain_scores_codex":[0.9962071,0.0001487714,0.001968795,0.0000901383,0.0009487855,0.0006364196],"domain_scores_gemma":[0.9955868,0.00007390093,0.0008406305,0.0003530529,0.00152426,0.001621362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008396262,0.00343869,0.03321568,0.001861251,0.0006400048,0.0001056103,0.07478745,0.0001337645,0.001181738,0.00006395195,0.4504268,0.4257488],"study_design_scores_gemma":[0.004185306,0.01233511,0.3545462,0.0004033782,0.00002708798,0.0001989868,0.009188701,0.0005890165,0.0004546361,0.000008688872,0.6176642,0.0003987401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354169,0.00007764639,0.003660643,0.05856434,0.001291749,0.0006463538,0.0001741345,0.00001810005,0.0001500963],"genre_scores_gemma":[0.9580011,0.0001308323,0.02918736,0.0109424,0.001197838,0.00001023873,0.00002825004,0.00003073335,0.0004712035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.42535,"threshold_uncertainty_score":0.9915777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796173712294583,"score_gpt":0.3479933071908819,"score_spread":0.320031570067936,"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."}}