{"id":"W4391384384","doi":"10.1136/bjsports-2023-concussion.247","title":"3.31 Can clinical measures identify sport-related concussions in youth ice hockey players?","year":2024,"lang":"en","type":"article","venue":"","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; Hotchkiss Brain Institute; South Health Campus; Spinal Cord Injury Alberta; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Ice hockey; Concussion; Physical therapy; Physical medicine and rehabilitation; Balance (ability); Medicine; Poison control; Injury prevention; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002292115,0.0005550777,0.0004762221,0.001894978,0.0003521706,0.001104831,0.0007468,0.001018773,0.002173884],"category_scores_gemma":[0.007609653,0.0002730604,0.0008004267,0.001075041,0.000492005,0.0007298319,0.0006200954,0.0003565208,0.001004023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008983724,"about_ca_system_score_gemma":0.001301304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0290858,"about_ca_topic_score_gemma":0.04528843,"domain_scores_codex":[0.998789,0.0002530224,0.0002424289,0.0001790857,0.000299578,0.0002369237],"domain_scores_gemma":[0.9976308,0.0003135631,0.001091731,0.00009086892,0.0006736663,0.0001992034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007417391,0.00003512382,0.9932699,0.00003982967,0.00003076026,0.00002886178,0.00005368523,0.0000502242,0.00007694976,0.00001941926,0.0002587019,0.006062473],"study_design_scores_gemma":[0.00001284639,0.0001245802,0.9984422,0.0000823547,0.00003415587,0.0001499487,0.0002493028,0.000305601,0.0001211983,0.00005190515,0.0004212485,0.000004592202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898801,0.001722826,0.0006695892,0.0005794613,0.00006770548,0.0002727225,0.001571489,0.00002926194,0.005206802],"genre_scores_gemma":[0.9968423,0.0003711744,0.0008849853,0.0001303613,0.00003458708,0.0001366467,0.0009740935,0.000003447444,0.0006225992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0290858,"threshold_uncertainty_score":0.05783302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2319933898756774,"score_gpt":0.4500991293154883,"score_spread":0.2181057394398108,"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."}}