{"id":"W4387411997","doi":"10.2196/51754","title":"A Radar-Based Opioid Overdose Detection Device for Public Restrooms: Design, Development, and Evaluation Study","year":2023,"lang":"en","type":"article","venue":"JMIR Biomedical Engineering","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid overdose; Radar; Computer science; Opioid; (+)-Naloxone; Computer security; Medicine; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003547484,0.0007016172,0.0006114671,0.0006414014,0.0002332468,0.0005277387,0.001271981,0.0008198168,0.00204569],"category_scores_gemma":[0.002888337,0.0002902192,0.0006061271,0.0002385424,0.000467157,0.0005715869,0.0006013024,0.0003942451,0.0005736052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000437185,"about_ca_system_score_gemma":0.0009586854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006653059,"about_ca_topic_score_gemma":0.0009686144,"domain_scores_codex":[0.9985714,0.0004379999,0.0001281294,0.0001759044,0.0005587821,0.000127775],"domain_scores_gemma":[0.9978169,0.0004586261,0.0003209778,0.000239273,0.0009566374,0.0002077187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003670187,0.008762287,0.0609499,0.005624775,0.0005349925,0.001932437,0.001299009,0.01196112,0.493024,0.00203424,0.005723393,0.4044836],"study_design_scores_gemma":[0.00203832,0.2396735,0.1258856,0.0008642274,0.002094694,0.004938321,0.001758706,0.06497377,0.4753934,0.0005412288,0.0814225,0.0004158526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8421819,0.003068547,0.1384914,0.0005016029,0.0003219352,0.009986869,0.0007494967,0.0006886741,0.004009489],"genre_scores_gemma":[0.8101714,0.002312103,0.176083,0.0004583863,0.00007453205,0.004029267,0.0007045112,0.00008848689,0.006078276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003547484,"threshold_uncertainty_score":0.01876116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05255704841128066,"score_gpt":0.2906299845176925,"score_spread":0.2380729361064118,"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."}}