{"id":"W2533275692","doi":"10.1136/bmjsem-2015-000095","title":"SCAT2 and SCAT3 scores at baseline and after sports-related mild brain injury/concussion: qualitative synthesis with weighted means","year":2016,"lang":"en","type":"article","venue":"BMJ Open Sport & Exercise Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Health Sciences Centre; University of Calgary","funders":"","keywords":"Concussion; Athletes; Physical therapy; Medicine; Psychology; Injury prevention; Poison control; Clinical psychology; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"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":[0.08063329,0.002580107,0.008579931,0.03425591,0.001098247,0.005518271,0.002807533,0.002126263,0.0107952],"category_scores_gemma":[0.2148639,0.001613426,0.01669735,0.03026963,0.002017459,0.005083779,0.005067109,0.001616097,0.0009420912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009750596,"about_ca_system_score_gemma":0.01927674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150103,"about_ca_topic_score_gemma":0.02416108,"domain_scores_codex":[0.917331,0.03200725,0.03430016,0.003565156,0.01127341,0.001522949],"domain_scores_gemma":[0.8642229,0.09369228,0.02163425,0.003101415,0.01672705,0.0006220671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0007190215,0.000018344,0.003681837,0.9534936,0.0143086,0.0001108133,0.002189637,0.0003207329,0.0002205496,0.0007171153,0.003160683,0.02105911],"study_design_scores_gemma":[0.001132841,0.000350034,0.01384615,0.8714188,0.07789852,0.0003023427,0.006840952,0.0003174306,0.0007635801,0.002658466,0.02431492,0.0001559996],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04647551,0.7329512,0.01499371,0.007789203,0.00128343,0.07217888,0.1180527,0.0003048405,0.00597046],"genre_scores_gemma":[0.3162534,0.304139,0.05305639,0.004022487,0.0004116891,0.301183,0.01805484,0.0001593669,0.002719837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08063329,"threshold_uncertainty_score":0.4264347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05319959461780687,"score_gpt":0.3931927986065299,"score_spread":0.3399932039887231,"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."}}