{"id":"W4412918083","doi":"10.3390/healthcare13151806","title":"Characteristics of 9-1-1 Calls Associated with an Increased Risk of Violence Against Paramedics in a Single Canadian Site","year":2025,"lang":"en","type":"article","venue":"Healthcare","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Queen's University; University of Toronto","funders":"University of Windsor","keywords":"Mental health; Logistic regression; Medical emergency; Occupational safety and health; Medicine; Suicide prevention; Odds; Poison control; Injury prevention; Odds ratio; Human factors and ergonomics; Demography; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009489696,0.0000912738,0.0002810557,0.000217332,0.0002005232,0.00001451225,0.0001794539,0.0001758151,0.000009642093],"category_scores_gemma":[0.0008793764,0.0000880333,0.00002652785,0.0008930812,0.0002166446,0.00008026251,0.00001324004,0.0002287638,0.000001164591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003629731,"about_ca_system_score_gemma":0.002349882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7927007,"about_ca_topic_score_gemma":0.9282416,"domain_scores_codex":[0.9983702,0.0004576208,0.0003329765,0.0001815237,0.0002641564,0.0003935763],"domain_scores_gemma":[0.998852,0.0002195968,0.0002502889,0.0001752483,0.0002654064,0.0002374437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003112566,0.00006478492,0.9811069,0.00005570704,0.000008182154,0.00001105163,0.003454624,0.000005335937,0.00003800012,0.0002697331,0.00001124068,0.01494334],"study_design_scores_gemma":[0.0003093677,0.0001374275,0.9879562,0.004241155,0.00001771782,9.449739e-8,0.006433988,0.0001464099,0.00007928349,0.000265791,0.0002910222,0.0001215908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980528,0.0001585014,0.000005871444,0.0006682875,0.00007719665,0.0002635448,0.0001979186,0.00001851522,0.0005573079],"genre_scores_gemma":[0.9985888,0.0007163368,0.00008707601,0.000497691,0.00002381177,0.000008838775,0.00005229928,0.000006405993,0.00001874378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1355409,"threshold_uncertainty_score":0.416859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661508189618658,"score_gpt":0.2924933145563651,"score_spread":0.2758782326601785,"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."}}