{"id":"W2980801638","doi":"10.1177/0009922819879457","title":"Concussion Management for Children Has Changed: New Pediatric Protocols Using the Latest Evidence","year":2019,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; McMaster Children's Hospital; McMaster University","funders":"","keywords":"Medicine; Concussion; Protocol (science); Cohort; Injury prevention; Physical therapy; Poison control; Medical emergency; Alternative medicine; Internal medicine; Pathology","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":[0.128935,0.0009431765,0.002054869,0.005923741,0.001435745,0.005552304,0.004216465,0.003490496,0.001796342],"category_scores_gemma":[0.2562129,0.00114299,0.003574629,0.00521273,0.002039648,0.007393846,0.005828516,0.007892388,0.0008304731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009236918,"about_ca_system_score_gemma":0.05156536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01814697,"about_ca_topic_score_gemma":0.04207844,"domain_scores_codex":[0.9256311,0.02895507,0.03267256,0.002450475,0.009225456,0.001065324],"domain_scores_gemma":[0.7307232,0.1372633,0.03314186,0.01147574,0.08119612,0.00619981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001010427,0.0004085932,0.02053063,0.07069439,0.001563295,0.000474354,0.006901337,0.001266145,0.001038974,0.007982377,0.09524149,0.7928879],"study_design_scores_gemma":[0.0009353341,0.001567434,0.04245737,0.3020229,0.00461294,0.0008716148,0.005506845,0.000836309,0.001740999,0.005227081,0.6339305,0.0002908106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.02860102,0.4928077,0.02484176,0.3906123,0.02007382,0.0132142,0.006203352,0.000751806,0.02289409],"genre_scores_gemma":[0.1050396,0.4964983,0.2627745,0.09109133,0.006427781,0.02589219,0.008683253,0.0003650877,0.003227994],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.128935,"threshold_uncertainty_score":0.6818817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4296760842754415,"score_gpt":0.507340701870425,"score_spread":0.07766461759498355,"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."}}