{"id":"W4409569618","doi":"10.1080/00913847.2025.2491991","title":"The most cited publications on snowboarding-related head injuries, concussions, and injury distribution","year":2025,"lang":"en","type":"article","venue":"The Physician and Sportsmedicine","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Head injury; Medicine; Head (geology); Physical medicine and rehabilitation; Surgery; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003716788,0.0001719245,0.0002772309,0.00007257492,0.000770305,0.00004330775,0.00009889164,0.00006333242,0.00001723322],"category_scores_gemma":[0.00006480352,0.00008425867,0.00004215481,0.000581727,0.0006137521,0.00006529216,0.00006607575,0.0003639831,0.000003690313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003655227,"about_ca_system_score_gemma":0.00008285921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006072043,"about_ca_topic_score_gemma":0.000009202275,"domain_scores_codex":[0.9989777,0.00002190506,0.0003483176,0.0002264183,0.000190692,0.0002350357],"domain_scores_gemma":[0.9991179,0.0001003021,0.0001199874,0.0004637048,0.00009560502,0.0001025195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001172279,0.0002517821,0.06143716,0.0001050421,0.0003419945,0.000009383067,0.0009644303,0.000001191451,0.0005509091,0.3552094,0.2585948,0.3213617],"study_design_scores_gemma":[0.0009580899,0.0003916677,0.410923,0.0005670575,0.0001969047,0.00001261012,0.0007162679,0.0004369458,0.0002841782,0.00294679,0.5824364,0.0001301177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700336,0.001896297,0.00006772469,0.1073261,0.0004925827,0.0006514335,0.00007283195,0.0001163443,0.01934302],"genre_scores_gemma":[0.9851519,0.00132841,0.000004135977,0.005438119,0.00024054,0.00002649446,0.000263012,0.00001084745,0.007536522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3522626,"threshold_uncertainty_score":0.5924641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006632586516442026,"score_gpt":0.2807722404435586,"score_spread":0.2741396539271165,"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."}}