{"id":"W3214741651","doi":"10.1002/tsm2.296","title":"Complexity of concussion management in youth ice hockey: Context matters","year":2021,"lang":"en","type":"article","venue":"Translational Sports Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Institute of Population and Public Health; Spinal Cord Injury BC; Canadian Physiotherapy Association; University of British Columbia; Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"Institute of Neurosciences, Mental Health and Addiction; Alberta Children's Hospital Foundation; Hotchkiss Brain Institute","keywords":"Concussion; Ice hockey; Thematic analysis; Context (archaeology); Psychology; Youth sports; Applied psychology; Athletes; Injury prevention; Qualitative research; Clinical psychology; Medicine; Poison control; Physical therapy; Physical medicine and rehabilitation; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003129109,0.0002383887,0.0004345064,0.0006840791,0.005023444,0.003224543,0.0008862743,0.0007496607,0.001516606],"category_scores_gemma":[0.008228343,0.0003272859,0.0002655805,0.0006762984,0.003315672,0.002117688,0.003310017,0.001239724,0.0001063855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005143638,"about_ca_system_score_gemma":0.01018698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03018373,"about_ca_topic_score_gemma":0.08360848,"domain_scores_codex":[0.9961523,0.002251685,0.0001989894,0.0002014727,0.0005097641,0.000685644],"domain_scores_gemma":[0.9966349,0.001821518,0.000570834,0.00007476646,0.0003965918,0.0005013741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004810291,0.0001112923,0.06024455,0.000944465,0.00003623201,0.003042472,0.9025511,0.0001364031,0.0006862373,0.003164012,0.002075065,0.02696013],"study_design_scores_gemma":[0.000003417708,0.00005389703,0.0220921,0.0006678644,0.00001887007,0.0008048545,0.9659186,0.00006777012,0.0002060722,0.0005370929,0.009617866,0.00001160241],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777555,0.003427073,0.001660024,0.005747231,0.0001527312,0.0001125683,0.00006633311,0.0000177983,0.0110609],"genre_scores_gemma":[0.9960896,0.00183946,0.0007161093,0.0004264156,0.00002431292,0.00005480025,0.00002500971,0.000008361186,0.0008160477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03018373,"threshold_uncertainty_score":0.0600161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221069770607404,"score_gpt":0.3547552226834622,"score_spread":0.2326482456227218,"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."}}