{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003531202,0.0002795876,0.0002570959,0.0006587411,0.001046331,0.0009125902,0.0005222012,0.0005829734,0.006508621],"category_scores_gemma":[0.004521363,0.0002603177,0.0005341506,0.0006161582,0.0005265637,0.0003198259,0.0005036701,0.001066963,0.0008487251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009670638,"about_ca_system_score_gemma":0.002042041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2694753,"about_ca_topic_score_gemma":0.2933991,"domain_scores_codex":[0.9994221,0.0000948278,0.00004744861,0.00006618816,0.0001575759,0.0002118676],"domain_scores_gemma":[0.9967019,0.0006230747,0.0009657053,0.0001122906,0.0005236527,0.001073413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003501625,0.00002262997,0.9992684,0.000002595773,0.000009608159,0.00004761333,0.00006251585,0.00001525807,0.00005842124,0.000007722066,0.000113558,0.0003566802],"study_design_scores_gemma":[0.000001425007,0.0000410832,0.9990253,0.000005141547,0.00001170674,0.00009328176,0.0005395651,0.00007924645,0.00002529055,0.000007907503,0.0001661455,0.000003791899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966234,0.0001402065,0.00003936088,0.0002393037,0.00002006865,0.00001186689,0.0004258848,0.00000465114,0.002495328],"genre_scores_gemma":[0.9986411,0.00008141774,0.00004448973,0.00003079249,0.00001163381,0.000005084238,0.0001685492,0.000002438932,0.001014418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7305247,"threshold_uncertainty_score":0.5358136,"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."}}