{"id":"W4297962081","doi":"10.1007/s11332-022-00999-w","title":"Injuries in Canadian high school boys’ collision sports: insights across football, ice hockey, lacrosse, and rugby","year":2022,"lang":"en","type":"article","venue":"Sport Sciences for Health","topic":"Sports injuries and prevention","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research; International Olympic Committee","keywords":"Ice hockey; Concussion; Football; Sports medicine; Injury prevention; Poison control; Physical therapy; American football; Medicine; Occupational safety and health; Suicide prevention; Psychology; Physical medicine and rehabilitation; Medical emergency; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00255196,0.0001716702,0.0004202168,0.0003115691,0.001864579,0.00008273341,0.0001887732,0.00006776146,0.0002224499],"category_scores_gemma":[0.00005488465,0.000156251,0.00006196044,0.0009437844,0.0002947026,0.0002856747,0.0001067647,0.0002674534,0.000001842421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006075893,"about_ca_system_score_gemma":0.003418255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.339676,"about_ca_topic_score_gemma":0.3621278,"domain_scores_codex":[0.9973755,0.00002137711,0.0005657909,0.0005579421,0.0006173355,0.0008620456],"domain_scores_gemma":[0.9987257,0.00002395138,0.0002464342,0.0002541167,0.00006773906,0.0006820713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003642552,0.0001032968,0.9813427,0.0001619258,0.000007409091,0.00004854457,0.002730115,0.00007503617,0.000007482625,0.00562087,0.005253179,0.004285165],"study_design_scores_gemma":[0.0009955367,0.001298862,0.6676586,0.00007917135,0.000008108495,0.00004195293,0.004018383,0.0000853678,0.00002777851,0.001390089,0.3242252,0.0001709157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912913,0.001065518,0.000005933645,0.005210287,0.0005951955,0.001186189,0.0001533385,0.00003511551,0.0004571667],"genre_scores_gemma":[0.9941397,0.0002720222,0.0006384557,0.003459574,0.0001068037,0.0001234435,0.0001809085,0.00001696702,0.001062164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3189721,"threshold_uncertainty_score":0.9994348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531606598365964,"score_gpt":0.3456972550767867,"score_spread":0.3303811890931271,"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."}}