{"id":"W4402303857","doi":"10.1016/j.jshs.2024.100981","title":"Are female athlete specific health considerations being assessed and addressed in preparticipation examinations? A scoping review and proposed framework","year":2024,"lang":"en","type":"review","venue":"Journal of sport and health science/Journal of Sport and Health Science","topic":"Sports injuries and prevention","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fowler Kennedy Sport Medicine Clinic; Western University","funders":"","keywords":"Athletes; Medicine; Statement (logic); Family medicine; Sports medicine; Medical education; Physical therapy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02082206,0.0003870044,0.003319088,0.001902991,0.001095097,0.0003493695,0.0002166333,0.0001416599,0.00002701987],"category_scores_gemma":[0.00003209155,0.0002789227,0.0001591118,0.0020301,0.001128216,0.001179265,0.0001133293,0.001287155,4.086172e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005830247,"about_ca_system_score_gemma":0.01641483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006900822,"about_ca_topic_score_gemma":0.00008109096,"domain_scores_codex":[0.9930115,0.000005493944,0.004214807,0.0006328735,0.001382741,0.0007525409],"domain_scores_gemma":[0.9902518,0.00001493825,0.00726592,0.0002536779,0.0008265913,0.001387054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007343917,0.0004010372,0.5466909,0.3087327,0.00006147641,0.0005014354,0.004341322,0.000001905742,8.593442e-7,0.004355885,0.0007165505,0.1341225],"study_design_scores_gemma":[0.0005445626,0.001362077,0.5196115,0.4602943,0.0003470683,0.004917564,0.0006992221,0.00001792156,9.982716e-7,0.0005407733,0.0114055,0.0002584826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03474031,0.9562991,0.00001159583,0.00626561,0.0006066423,0.002041951,0.000002235287,0.000008805127,0.00002370363],"genre_scores_gemma":[0.1063081,0.8874277,0.004583109,0.0013403,0.0002948476,0.000007169396,0.000003740086,0.00001977881,0.00001520405],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1515616,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2132619240088448,"score_gpt":0.5022724795793835,"score_spread":0.2890105555705387,"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."}}