{"id":"W4394765759","doi":"10.1186/s13049-024-01201-5","title":"Impact of delayed mobile medical team dispatch for respiratory distress calls: a propensity score matched study from a French emergency communication center","year":2024,"lang":"en","type":"article","venue":"Scandinavian Journal of Trauma Resuscitation and Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec; Université Laval","funders":"","keywords":"Medicine; Logistic regression; Propensity score matching; Odds ratio; Respiratory distress; Psychological intervention; Emergency medicine; Emergency medical services; Medical emergency; Surgery; Internal medicine; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.002533326,0.0004963448,0.0005242192,0.001173653,0.0006501553,0.001301886,0.0004763874,0.0008941095,0.002138561],"category_scores_gemma":[0.006118456,0.0003686619,0.001004494,0.001288704,0.0003953793,0.0006394903,0.0006986194,0.0006522515,0.0002905091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009579089,"about_ca_system_score_gemma":0.0007995379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008030744,"about_ca_topic_score_gemma":0.006316564,"domain_scores_codex":[0.9981749,0.0005663691,0.0002113998,0.0005065583,0.0002372803,0.0003034763],"domain_scores_gemma":[0.9952351,0.001079673,0.002389231,0.0003854658,0.0003663481,0.0005441144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002869532,0.00005778429,0.9987099,0.000007819113,0.0001177762,0.00007067811,0.00006897346,0.00004180285,0.00005989227,0.00001465572,0.00009021308,0.000473505],"study_design_scores_gemma":[0.00003481492,0.0002720022,0.9984623,0.000009791906,0.00008544062,0.0001697687,0.0003035918,0.0004236867,0.00002326222,0.00001737766,0.0001894318,0.0000084072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993516,0.0001634731,0.00009466751,0.00004476179,0.00001031296,0.0000132585,0.0001767676,0.000001915727,0.0001433498],"genre_scores_gemma":[0.9995284,0.00004436496,0.00004312332,0.00003550405,0.00001387187,0.00001319845,0.0002595579,0.000001895681,0.00006019754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008030744,"threshold_uncertainty_score":0.01596802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06234690895277784,"score_gpt":0.3827478002194541,"score_spread":0.3204008912666763,"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."}}