{"id":"W4389331287","doi":"10.1016/j.apergo.2023.104187","title":"Factors influencing the likelihood of females passing the Ottawa paramedic physical ability test","year":2023,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Demographics; Test (biology); Psychology; Demography; Medicine; Gerontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009860068,0.0001400145,0.0002274501,0.00003845033,0.001105772,0.000007646743,0.0002986871,0.0001063832,0.00002502023],"category_scores_gemma":[0.0002094116,0.00007515195,0.00006271724,0.0003338704,0.0001999958,0.00005621061,0.0001179179,0.0006082542,0.0002213515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216921,"about_ca_system_score_gemma":0.0004776304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002756136,"about_ca_topic_score_gemma":0.000222482,"domain_scores_codex":[0.9985347,0.00009737353,0.0005105951,0.0001912196,0.0001801206,0.0004859231],"domain_scores_gemma":[0.9941425,0.004991681,0.0002960026,0.000422974,0.00005105781,0.00009574764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008753627,0.00006978757,0.9579616,0.0004178382,0.00002145951,1.3251e-7,0.0175394,0.0004922423,0.0006252817,0.007541535,0.002708934,0.01253423],"study_design_scores_gemma":[0.0002005252,0.00002261275,0.9852805,0.00003483691,0.00001204951,6.514574e-8,0.005076691,0.002104525,0.0001545442,0.00218236,0.004848067,0.00008318373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960785,0.00002011854,0.00001828419,0.000798953,0.0003255083,0.000603068,0.00004606735,0.00008228674,0.002027213],"genre_scores_gemma":[0.9985123,0.00002728474,0.00003775343,0.0007189971,0.0004744077,0.0001412023,0.00003404521,0.00001811649,0.00003585602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02731892,"threshold_uncertainty_score":0.8504817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08040328563467225,"score_gpt":0.3930622171152958,"score_spread":0.3126589314806236,"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."}}