{"id":"W2139799768","doi":"10.1177/0009922814567305","title":"A Balanced Protocol for Return to School for Children and Youth Following Concussive Injury","year":2015,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Concussion; Medicine; Protocol (science); Attendance; Excellence; Medical education; Poison control; Injury prevention; Medical emergency; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.08996069,0.003646221,0.004693861,0.004723504,0.005098178,0.002711471,0.003793275,0.009471822,0.05467863],"category_scores_gemma":[0.1088679,0.002528505,0.004288536,0.00288491,0.002459557,0.003747505,0.00391508,0.007778623,0.01339778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006826052,"about_ca_system_score_gemma":0.03494549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020703,"about_ca_topic_score_gemma":0.005037406,"domain_scores_codex":[0.9162074,0.05574567,0.0186379,0.002931557,0.003863223,0.00261426],"domain_scores_gemma":[0.9346058,0.02699411,0.008601665,0.007931185,0.01857923,0.003287988],"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":[0.08067667,0.02070846,0.003051471,0.1197283,0.001085787,0.002488424,0.02761399,0.006204415,0.01000487,0.03247955,0.2401298,0.4558283],"study_design_scores_gemma":[0.1448285,0.0252033,0.02056065,0.06298477,0.0009584793,0.0006502529,0.006177201,0.006472442,0.007252221,0.02267464,0.7012663,0.0009713232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001308009,0.000158875,0.005141546,0.0007429707,0.0003387405,0.9892391,0.0007464729,0.0001537943,0.002170552],"genre_scores_gemma":[0.001126467,0.0001161608,0.008769685,0.0002250348,0.0000241232,0.9892862,0.0001164002,0.000006398593,0.0003295859],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08996069,"threshold_uncertainty_score":0.4757633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1953739827697124,"score_gpt":0.4887336385467602,"score_spread":0.2933596557770477,"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."}}