{"id":"W4225009152","doi":"10.1080/10903127.2022.2044417","title":"Joint Statement on Lights & Siren Vehicle Operations on Emergency Medical Services Responses","year":2022,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Niagara College","funders":"","keywords":"Siren (mythology); Medicine; Emergency medical services; Medical emergency; Statement (logic); Joint (building); Aeronautics; Engineering; Law","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":[0.03825109,0.002029181,0.00232127,0.002209892,0.004488342,0.01068817,0.004923947,0.03841744,0.01993544],"category_scores_gemma":[0.07939073,0.001625722,0.003415589,0.002501646,0.002695553,0.003048806,0.006061546,0.02483856,0.01284282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005446792,"about_ca_system_score_gemma":0.07994474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0516157,"about_ca_topic_score_gemma":0.0676088,"domain_scores_codex":[0.9631338,0.005379451,0.004897434,0.001594617,0.01911468,0.005880055],"domain_scores_gemma":[0.8114155,0.05530664,0.01300856,0.007829074,0.07709473,0.03534549],"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":[0.00008157261,0.00008394333,0.0009186586,0.0001402774,0.00003157975,0.0001154407,0.00008459856,0.0001977899,0.0002863437,0.002090314,0.9867051,0.009264383],"study_design_scores_gemma":[0.00007659712,0.00004768431,0.005102841,0.0006915748,0.00008306692,0.0000904281,0.0002358903,0.0003901697,0.0005979943,0.001241738,0.9913598,0.00008221411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002394686,0.004661339,0.002978487,0.764073,0.152001,0.0009963303,0.006434298,0.0003341942,0.06612676],"genre_scores_gemma":[0.02244033,0.007905501,0.01187024,0.5926687,0.09738686,0.001826386,0.007902177,0.0007017541,0.257298],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0516157,"threshold_uncertainty_score":0.2022935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184376464944977,"score_gpt":0.4120196332112333,"score_spread":0.2935819867167356,"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."}}