{"id":"W3008625267","doi":"10.1136/bmjsem-2019-000667","title":"Effectiveness of return to activity and return to school protocols for children postconcussion: a systematic review","year":2020,"lang":"en","type":"review","venue":"BMJ Open Sport & Exercise Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"CINAHL; Concussion; Medicine; Systematic review; MEDLINE; Population; Physical therapy; Poison control; Injury prevention; Psychological intervention; Psychiatry; Emergency medicine","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":[0.01568484,0.001358768,0.009335538,0.006724645,0.0008172499,0.003359654,0.002288244,0.002368898,0.003710428],"category_scores_gemma":[0.07848688,0.001402163,0.009919836,0.007134127,0.0010733,0.003110742,0.00171769,0.001972065,0.0002781068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006560631,"about_ca_system_score_gemma":0.01785684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008920996,"about_ca_topic_score_gemma":0.02360544,"domain_scores_codex":[0.9841457,0.005588623,0.005675656,0.0008578165,0.003337231,0.0003948781],"domain_scores_gemma":[0.942146,0.03987062,0.01280234,0.0006796009,0.003820142,0.0006812345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006374157,0.00007073037,0.0007359991,0.955986,0.008779198,0.00006050282,0.0002986511,0.00007407781,0.00007583704,0.00008950542,0.0005614663,0.0326306],"study_design_scores_gemma":[0.00118828,0.0009395391,0.006525411,0.9133493,0.06957283,0.0003072132,0.0006092732,0.00009454222,0.0002236887,0.0001203738,0.007018941,0.00005070306],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005116428,0.9923177,0.0001443277,0.0002666955,0.0001265168,0.001284233,0.0003627668,0.00001474183,0.000366634],"genre_scores_gemma":[0.04596657,0.9493195,0.001404647,0.0004890201,0.0001037038,0.002309223,0.0002777909,0.000009949298,0.0001195856],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01568484,"threshold_uncertainty_score":0.08295035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232816782011906,"score_gpt":0.4904345002313959,"score_spread":0.3671528220302053,"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."}}