{"id":"W4407556221","doi":"10.5811/westjem.18471","title":"“Oh, Another Overdose, for the Love of Pete”: First Responder Perspectives on Overdose Response Technology","year":2025,"lang":"en","type":"article","venue":"Western Journal of Emergency Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Three-Speed Logic (Canada); University of Alberta","funders":"","keywords":"Medicine; First responder; Drug overdose; Medical emergency; Emergency medicine; Poison control","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":[0.01526081,0.0007569834,0.0005618264,0.001524638,0.01474727,0.01020647,0.002040636,0.006632502,0.005546847],"category_scores_gemma":[0.03113324,0.0007065624,0.0008660218,0.001221458,0.01162432,0.008997006,0.00676132,0.01066752,0.001031203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005622456,"about_ca_system_score_gemma":0.005931365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02187102,"about_ca_topic_score_gemma":0.02177335,"domain_scores_codex":[0.9815494,0.01347174,0.0004060648,0.0005447108,0.001927655,0.002100518],"domain_scores_gemma":[0.9694109,0.02051297,0.002226096,0.0006895859,0.003466391,0.003694035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002334549,0.00002463542,0.00234967,0.0001534317,0.000006791392,0.001573311,0.9866048,0.00002267907,0.0005814068,0.001510257,0.003435485,0.003714221],"study_design_scores_gemma":[0.000003470467,0.00005692819,0.001017497,0.000197116,0.000009985289,0.0007627837,0.9668413,0.0000578259,0.0001799981,0.0002323311,0.03061445,0.00002646652],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8284879,0.005544514,0.007557339,0.1131992,0.001554668,0.0002889457,0.0001755676,0.0002797262,0.04291221],"genre_scores_gemma":[0.9595641,0.003361666,0.002258938,0.02407741,0.0003145083,0.0001635992,0.00007177109,0.0001343353,0.01005371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02187102,"threshold_uncertainty_score":0.08070785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943199554900784,"score_gpt":0.3585143881703896,"score_spread":0.3290823926213817,"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."}}