{"id":"W571868515","doi":"","title":"Concussion history and prevention in athletes participating in contact sports at Canadian universities","year":2004,"lang":"en","type":"book","venue":"UMI eBooks","topic":"Inclusion and Disability in Education and Sport","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Concussion; Athletes; Psychology; Medical education; Medicine; Advertising; Physical therapy; Injury prevention; Medical emergency; Business; Poison control","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005016931,0.0002251335,0.0003519924,0.002619564,0.002954753,0.001216869,0.001173039,0.0006467926,0.008795792],"category_scores_gemma":[0.002319849,0.0002834423,0.0002946165,0.00435734,0.0004888296,0.0004437632,0.0004981599,0.0005214869,0.000539495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01713906,"about_ca_system_score_gemma":0.05038146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811839,"about_ca_topic_score_gemma":0.995429,"domain_scores_codex":[0.9996111,0.00002583738,0.00001942284,0.0000177077,0.0002219221,0.0001040871],"domain_scores_gemma":[0.9992311,0.00008743686,0.00005302656,0.000006563552,0.0003589029,0.0002629872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000116765,0.0004464535,0.3369574,0.001298495,0.00004411821,0.001050344,0.01145666,0.000581226,0.0002457536,0.003129203,0.2016705,0.4430031],"study_design_scores_gemma":[0.00001649567,0.00009348535,0.9112943,0.001343229,0.00004799298,0.0007817257,0.01353411,0.000198804,0.00008789945,0.000739925,0.07182796,0.00003393884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5072392,0.1641578,0.0006042384,0.03182316,0.001639319,0.0004620921,0.01056644,0.000109414,0.2833984],"genre_scores_gemma":[0.7261909,0.1175202,0.001642343,0.00171696,0.0003467601,0.000142882,0.003783471,0.00003428817,0.1486223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01881611,"threshold_uncertainty_score":0.1243532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02695901322453197,"score_gpt":0.2936651379783859,"score_spread":0.266706124753854,"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."}}