{"id":"W2096142689","doi":"10.1177/0009922814558256","title":"Development of a Conservative Protocol to Return Children and Youth to Activity Following Concussive Injury","year":2014,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Concussion; Protocol (science); Excellence; Athletes; Injury prevention; Poison control; Suicide prevention; Occupational safety and health; Human factors and ergonomics; Physical therapy; Medical emergency; Alternative medicine; Pathology","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":[0.118702,0.001438863,0.001938525,0.003427053,0.005749968,0.002419405,0.004543514,0.005042117,0.01493042],"category_scores_gemma":[0.143524,0.001851893,0.002415275,0.00155058,0.002158661,0.00328133,0.004529881,0.00668148,0.005910596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01013322,"about_ca_system_score_gemma":0.0500436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006757876,"about_ca_topic_score_gemma":0.01850699,"domain_scores_codex":[0.8939748,0.07105611,0.02163328,0.00278208,0.007710145,0.002843584],"domain_scores_gemma":[0.9287828,0.02424507,0.008287348,0.006510865,0.02676888,0.005405024],"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":[0.014145,0.02089941,0.02029718,0.01979205,0.0003648828,0.003219037,0.05125279,0.005945773,0.0074709,0.02111424,0.1953875,0.6401112],"study_design_scores_gemma":[0.03939861,0.03116286,0.1145691,0.04543711,0.0006969736,0.001993921,0.02178175,0.01096192,0.01404028,0.02004136,0.698776,0.001140035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01386381,0.0003905822,0.0355236,0.005700908,0.0006701944,0.9287818,0.001151377,0.0003662594,0.01355135],"genre_scores_gemma":[0.01486299,0.0005425351,0.08776994,0.00189437,0.000110231,0.8927056,0.000466856,0.00003083831,0.001616688],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.118702,"threshold_uncertainty_score":0.6277639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219849446874593,"score_gpt":0.4489783969187754,"score_spread":0.3269934522313162,"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."}}