{"id":"W4382678503","doi":"10.1080/10903127.2023.2231568","title":"Women’s Participation in Leadership Roles in a Single Canadian Paramedic Service","year":2023,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Workforce; Mental health; Odds ratio; Family medicine; Nursing; Gerontology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008179675,0.000295842,0.0002962951,0.001343999,0.005379149,0.001435375,0.001293808,0.0005039508,0.003448706],"category_scores_gemma":[0.002381797,0.0003692669,0.0003995316,0.002411378,0.001184694,0.0005370475,0.001488662,0.00074293,0.0003171714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02628402,"about_ca_system_score_gemma":0.0406402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987723,"about_ca_topic_score_gemma":0.9941915,"domain_scores_codex":[0.998311,0.000112507,0.00004328331,0.0002119511,0.0004750857,0.0008460955],"domain_scores_gemma":[0.9979032,0.00009698276,0.0003723946,0.00003181294,0.0005789578,0.001016706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007641409,0.00004587831,0.9723848,0.00006035416,0.00002259865,0.0002296689,0.01292124,0.00004341451,0.0003039982,0.000131119,0.002849907,0.01093066],"study_design_scores_gemma":[0.000006774461,0.00004298431,0.9716188,0.00007818605,0.0000099323,0.0001116277,0.02543114,0.00008871493,0.00004577611,0.00003389463,0.002514867,0.00001742461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936893,0.0004061414,0.00005276225,0.001075813,0.00002233811,0.00004901884,0.001145782,0.000006195401,0.003552519],"genre_scores_gemma":[0.9976493,0.0004880022,0.00008753437,0.0002849191,0.000009044242,0.00002289118,0.0003518446,0.00000326501,0.001103271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02628402,"threshold_uncertainty_score":0.1907048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08170191271391826,"score_gpt":0.3117604249881629,"score_spread":0.2300585122742446,"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."}}