{"id":"W7162070286","doi":"10.82308/35597","title":"Exercise for concussion management in youth: clinician use, evaluation, timing and safety","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Psychological intervention; Generalizability theory; Intervention (counseling); Rehabilitation; Inclusion (mineral); Injury prevention; Poison control","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01052011,0.0003301291,0.001636044,0.005305266,0.0007195854,0.001644621,0.0006125703,0.0006758145,0.002361291],"category_scores_gemma":[0.05072747,0.0003280838,0.00104739,0.007039216,0.0003950685,0.001252972,0.0008501954,0.0006158553,0.0002670659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003517686,"about_ca_system_score_gemma":0.008835074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02991316,"about_ca_topic_score_gemma":0.08246684,"domain_scores_codex":[0.9919668,0.002987956,0.002324959,0.0003409011,0.002066662,0.0003126654],"domain_scores_gemma":[0.9760393,0.008868942,0.007594781,0.0002712205,0.006344174,0.0008815201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006118912,0.0004015392,0.6329247,0.03702181,0.0007225155,0.0003452609,0.002558101,0.000132614,0.0001413594,0.0001868143,0.00625939,0.3186941],"study_design_scores_gemma":[0.0002654307,0.0007326248,0.9295531,0.05244724,0.001757978,0.00167898,0.004250802,0.0006065269,0.0002242652,0.0002222377,0.008204285,0.00005649843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3661005,0.6088468,0.00162428,0.007717992,0.0004189611,0.002548104,0.00581363,0.00006847321,0.006861202],"genre_scores_gemma":[0.8158801,0.1732566,0.006012199,0.0009463339,0.0002887975,0.001331491,0.001880935,0.00001652298,0.0003870081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02991316,"threshold_uncertainty_score":0.0594781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2180677192481912,"score_gpt":0.4586986554701658,"score_spread":0.2406309362219747,"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."}}