{"id":"W4414339584","doi":"10.1136/bmjsem-2025-002560","title":"Adolescent female rugby union players’ attitudes, beliefs and behaviours towards injury and injury prevention strategies in England","year":2025,"lang":"en","type":"article","venue":"BMJ Open Sport & Exercise Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"World Rugby","keywords":"Injury prevention; Suicide prevention; Occupational safety and health; Poison control; Human factors and ergonomics; Football; Risk prevention; Intervention (counseling)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006645902,0.000183976,0.0003319542,0.0006091836,0.0006730378,0.001264694,0.0003025027,0.000436768,0.004073885],"category_scores_gemma":[0.001864702,0.0003232814,0.0002082434,0.0005193076,0.0004288901,0.0007321003,0.0008390165,0.0005461739,0.0004746979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079732,"about_ca_system_score_gemma":0.001074889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06874869,"about_ca_topic_score_gemma":0.1178544,"domain_scores_codex":[0.9994634,0.0001113059,0.00006921732,0.00006975887,0.0001688364,0.0001175074],"domain_scores_gemma":[0.9989167,0.0001679367,0.0004224634,0.00002210944,0.000194195,0.0002765303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005680843,0.0001519293,0.9692617,0.0001649773,0.00001578023,0.0006887004,0.02002862,0.00002015609,0.0003485264,0.00009280601,0.0007048875,0.008465087],"study_design_scores_gemma":[0.000007104268,0.0002037429,0.9610715,0.000249655,0.00001152414,0.0005182591,0.0355996,0.00004152497,0.0000630785,0.00002710193,0.002199234,0.000007724601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987397,0.0002337385,0.00002293425,0.0001724599,0.000005465023,0.00001518944,0.0001082854,8.939827e-7,0.0007014062],"genre_scores_gemma":[0.9982758,0.0006677953,0.00005821468,0.0001031487,0.000004457253,0.00002876119,0.00008825796,0.000001163872,0.000772401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06874869,"threshold_uncertainty_score":0.1366971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06738700795285721,"score_gpt":0.4330628791336821,"score_spread":0.3656758711808249,"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."}}