{"id":"W4412525187","doi":"10.1080/10903127.2025.2536222","title":"Gender and Pay Gaps in Paramedic Services Leadership in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of Toronto","funders":"Department of Health Services, University of Washington","keywords":"Medicine; Nursing; Emergency medical services; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003764082,0.0002157362,0.0004658636,0.002078314,0.005560327,0.001808742,0.001413852,0.0004544231,0.003529078],"category_scores_gemma":[0.01400087,0.0003432622,0.000380558,0.004258239,0.001599632,0.0007668501,0.002134988,0.0006225624,0.0002067489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04663773,"about_ca_system_score_gemma":0.08735586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901245,"about_ca_topic_score_gemma":0.9957437,"domain_scores_codex":[0.9949074,0.0004245844,0.000274264,0.0004337453,0.002178709,0.001781321],"domain_scores_gemma":[0.98679,0.001656966,0.003673412,0.0003092319,0.00451906,0.003051328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009479354,0.00002664817,0.9653947,0.0001166567,0.00002332753,0.0001564886,0.01022384,0.00009354149,0.00009465983,0.0006269705,0.005269181,0.01787914],"study_design_scores_gemma":[0.000005687885,0.00001636628,0.9865032,0.0001458612,0.000006774484,0.00005599598,0.009446814,0.0001685103,0.00003721218,0.0001048612,0.003498506,0.00001025212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816257,0.002685701,0.0001915645,0.004219473,0.00009276558,0.00006645806,0.002789732,0.00001274991,0.008315842],"genre_scores_gemma":[0.9970623,0.0007095007,0.0001499559,0.0002538692,0.00001507266,0.00002689887,0.0004576816,0.000006045022,0.001318731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04663773,"threshold_uncertainty_score":0.338382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07934365288443009,"score_gpt":0.2707100834711531,"score_spread":0.191366430586723,"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."}}