{"id":"W2624887104","doi":"10.1136/bjsports-2016-097466","title":"What tests and measures should be added to the SCAT3 and related tests to improve their reliability, sensitivity and/or specificity in sideline concussion diagnosis? A systematic review","year":2017,"lang":"en","type":"review","venue":"British Journal of Sports Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":260,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Concussion; PsycINFO; CINAHL; MEDLINE; Medicine; Systematic review; Poison control; Physical therapy; Injury prevention; Clinical psychology; Psychiatry; Emergency medicine; Psychological intervention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01997612,0.0006736147,0.007153399,0.0005118693,0.0002105235,0.0002132896,0.0003640092,0.0003968666,0.00007500626],"category_scores_gemma":[0.03833416,0.0003560327,0.0002761716,0.0005868913,0.0005764174,0.0003146621,0.000350746,0.002003963,0.000002262514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434183,"about_ca_system_score_gemma":0.0005583703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002079641,"about_ca_topic_score_gemma":0.0003634354,"domain_scores_codex":[0.9921639,0.001048281,0.003732797,0.0007902944,0.001726415,0.0005383372],"domain_scores_gemma":[0.991612,0.003272185,0.001975966,0.001082793,0.0009754642,0.001081556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009223662,0.00009751843,0.0001529908,0.2771977,0.0001359478,0.004348285,0.0002449443,7.273663e-8,0.000002311502,0.00000110983,0.005460792,0.7122661],"study_design_scores_gemma":[0.001229979,0.0007297395,0.007778795,0.9017282,0.00238435,0.04842763,0.0003645039,0.000004187211,0.000001481405,0.00003314267,0.0370091,0.0003089207],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00241125,0.9646019,0.000003700163,0.0239293,0.000499762,0.00843875,0.00005982037,0.00002014513,0.00003542364],"genre_scores_gemma":[0.005595054,0.9917051,0.0001260124,0.001616866,0.0004456036,0.0001744403,0.0000214156,0.00008499843,0.0002305261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7119572,"threshold_uncertainty_score":0.9998892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1725182616475346,"score_gpt":0.4195835203113136,"score_spread":0.247065258663779,"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."}}