{"id":"W7049018243","doi":"","title":"Navigating Paramedics' Safety: Unraveling Factors in Emergency Service Vehicle Incidents","year":2024,"lang":"en","type":"article","venue":"Sémaphore (Université du Québec à Rimouski)","topic":"Crystallography and Radiation Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odds; Logistic regression; Ambulance service; Incidence (geometry); Injury prevention; Odds ratio; Emergency medical services; Poison control; Agency (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001609835,0.0002319216,0.0002187611,0.0001533332,0.0002918454,0.00005361784,0.0002851398,0.00006952449,0.002374406],"category_scores_gemma":[0.000005904406,0.0002391553,0.0001735359,0.001116658,0.00004492624,0.0003616109,0.0001144024,0.0004811381,0.00008255825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899377,"about_ca_system_score_gemma":0.0002960487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05455438,"about_ca_topic_score_gemma":0.03631963,"domain_scores_codex":[0.998657,0.00004889536,0.0003106377,0.0003923182,0.0002317776,0.0003593836],"domain_scores_gemma":[0.9993869,0.00009826415,0.0000923619,0.0002068604,0.00006565567,0.0001499662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000452186,0.0001938419,0.8199606,0.0001461137,0.0003589361,0.00004359317,0.08861934,0.002073817,0.001479308,0.06163527,0.0009750231,0.02446894],"study_design_scores_gemma":[0.003801316,0.000208206,0.6449066,0.001220807,0.000435289,0.00001097583,0.1770215,0.04841082,0.0006140798,0.01325643,0.1071511,0.002962835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862949,0.0004747892,0.0009833063,0.001226551,0.0004210668,0.0001723359,0.00006406815,0.000126698,0.01023626],"genre_scores_gemma":[0.9993696,0.00003860329,0.00004277245,0.00005428085,0.0002031545,0.000003946568,0.0001171352,0.00003228128,0.0001382478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.175054,"threshold_uncertainty_score":0.9985375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006939887930242271,"score_gpt":0.2163615455754678,"score_spread":0.2094216576452255,"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."}}