{"id":"W4221109453","doi":"10.46747/cfp.6803e100","title":"Assessment of a collaborative concussion management strategy in a school-based sport program","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université Laval","funders":"","keywords":"Concussion; Athletes; Medicine; Football; Protocol (science); Physical therapy; Incidence (geometry); Football team; Cohort; Injury prevention; Poison control; Emergency medicine; Alternative medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003342842,0.0004218877,0.0004002702,0.00123046,0.001381189,0.0007213108,0.00137729,0.0006913402,0.001123998],"category_scores_gemma":[0.01074559,0.000336297,0.0002972284,0.0007134186,0.0002985251,0.0005154997,0.0009093306,0.0004460353,0.0001985809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006154159,"about_ca_system_score_gemma":0.01412394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1704852,"about_ca_topic_score_gemma":0.3026311,"domain_scores_codex":[0.9975901,0.0008270669,0.0001729724,0.0002714147,0.0006400975,0.000498376],"domain_scores_gemma":[0.9951022,0.0003229266,0.001456855,0.0001156564,0.001554935,0.001447442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006007878,0.005303388,0.9449243,0.0001471036,0.00009801155,0.0001527497,0.002042443,0.0004973214,0.0007015858,0.00003385968,0.0009407233,0.04455779],"study_design_scores_gemma":[0.0001156606,0.003209286,0.9930596,0.00005073677,0.00002968727,0.000058438,0.001847941,0.0009631756,0.0001613734,0.00001532408,0.0004771756,0.00001152538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980797,0.00006828012,0.0001908127,0.0001264078,0.000005514155,0.0007998739,0.000100632,0.00001487394,0.0006139339],"genre_scores_gemma":[0.997209,0.00009568905,0.001408507,0.0000609119,0.00001026478,0.0005889458,0.0002825237,0.000002459851,0.0003417415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1704852,"threshold_uncertainty_score":0.3389859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03715374452034387,"score_gpt":0.3480454586586741,"score_spread":0.3108917141383302,"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."}}