{"id":"W2067310976","doi":"10.1520/jai101878","title":"Relationships among Risk Factors for Concussion in Minor Ice Hockey","year":2009,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Nipissing University; Brock University; University of Toronto; Public Health Ontario; York University","funders":"","keywords":"Concussion; Ice hockey; Injury prevention; Head injury; Psychology; Human factors and ergonomics; Poison control; Applied psychology; Physical medicine and rehabilitation; Physical therapy; Medicine; Medical emergency; Psychiatry","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":[0.0004535831,0.0001974399,0.0002439014,0.00100106,0.0003729727,0.0005180846,0.0002161647,0.0003459548,0.002276269],"category_scores_gemma":[0.004869381,0.0001655815,0.0002080985,0.000578353,0.0002217047,0.000248033,0.0003866743,0.0003989917,0.0002131469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002183701,"about_ca_system_score_gemma":0.0003739847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098085,"about_ca_topic_score_gemma":0.0131174,"domain_scores_codex":[0.9996058,0.0001116601,0.00004848278,0.00005521716,0.0001101021,0.00006865257],"domain_scores_gemma":[0.9975533,0.0004808641,0.001133649,0.00006602779,0.000366129,0.0004001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002613583,0.00004054418,0.9990799,0.000005070306,0.00001279865,0.00004718553,0.0000627888,0.00001828069,0.00009321661,0.000007517519,0.00003996732,0.0005664185],"study_design_scores_gemma":[7.15391e-7,0.00007533385,0.9994546,0.000003628983,0.000005381842,0.0001036924,0.0002018391,0.00008622485,0.00002185633,0.000008945966,0.00003665489,0.000001139445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994681,0.00007611974,0.00004169315,0.00002980423,0.000003397197,0.000006296737,0.00006969098,0.000002192992,0.0003026081],"genre_scores_gemma":[0.9996965,0.00003910605,0.00005988995,0.000004798889,0.000004117226,0.00000417099,0.00006715849,7.379591e-7,0.0001234851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098085,"threshold_uncertainty_score":0.02183384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09737806689709114,"score_gpt":0.3740903437386207,"score_spread":0.2767122768415295,"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."}}