{"id":"W3197134393","doi":"10.21853/jhd.2021.135","title":"Opioid overdose response and health information complexities: A pilot study on Naloxone kit design","year":2021,"lang":"en","type":"article","venue":"The Journal of Health Design","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Opioid overdose; (+)-Naloxone; Opioid; Medicine; Medical emergency; Psychology; 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":[0.008343662,0.0002011695,0.0006391447,0.0002335473,0.0003541022,0.00004368652,0.0001094673,0.00002525274,0.00003510938],"category_scores_gemma":[0.0003178616,0.0001316131,0.00004579168,0.0002701122,0.00005060455,0.0002072905,0.00003201459,0.0003806174,0.00002161901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00057452,"about_ca_system_score_gemma":0.003493438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001756144,"about_ca_topic_score_gemma":0.000005566016,"domain_scores_codex":[0.9945569,0.003220511,0.001092638,0.0001111925,0.0006627169,0.0003560118],"domain_scores_gemma":[0.9972475,0.001008355,0.0008191466,0.0003515589,0.0002774819,0.0002959638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.3103981,0.03502468,0.01052192,0.003341796,0.003034857,0.00100206,0.4265499,0.004281524,0.002123776,0.001347126,0.1218132,0.08056111],"study_design_scores_gemma":[0.02413184,0.2224398,0.6929623,0.001924232,0.0002926162,0.002537925,0.04999697,0.0005767164,0.0006852015,0.001441015,0.002676485,0.0003349045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6946232,0.01689082,0.1811502,0.101064,0.0005235052,0.005545768,0.00002293283,0.000070562,0.0001089758],"genre_scores_gemma":[0.9761996,0.001801663,0.009704419,0.0120896,0.00007293039,0.00001501534,0.000005564541,0.00002483276,0.00008640315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6824403,"threshold_uncertainty_score":0.6197209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1692799467633549,"score_gpt":0.3777565551751467,"score_spread":0.2084766084117918,"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."}}