{"id":"W4362522372","doi":"10.1089/neu.2022.0331","title":"Sensitivity and Specificity of Exercise Intolerance on Graded Exertion Testing for Diagnosing Sport-Related Concussion: A Systematic Review and Exploratory Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Medicine; Athletes; Meta-analysis; Physical therapy; Exercise intolerance; Internal medicine; Poison control; Injury prevention","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":[0.02383734,0.003442179,0.02527782,0.009262831,0.000843276,0.004987745,0.002930195,0.002943102,0.003134122],"category_scores_gemma":[0.0637965,0.002061297,0.05277627,0.008648808,0.001263605,0.002588951,0.002213576,0.002002257,0.0003619874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003559119,"about_ca_system_score_gemma":0.004161594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007390746,"about_ca_topic_score_gemma":0.01410072,"domain_scores_codex":[0.9824286,0.007024569,0.006139628,0.001910346,0.002013888,0.0004829193],"domain_scores_gemma":[0.9485891,0.03990387,0.006619958,0.00124712,0.003255424,0.0003844659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001376449,0.00002465175,0.005283411,0.391834,0.5931044,0.0001218586,0.00009051336,0.0003237625,0.0001551636,0.00007651675,0.0002860477,0.007323274],"study_design_scores_gemma":[0.0002784644,0.0001168427,0.003094964,0.02062608,0.9750053,0.00007467955,0.00003014916,0.0001076073,0.00006396716,0.00008668062,0.0004963893,0.00001889708],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006116204,0.9916831,0.0005631237,0.000160444,0.0001335511,0.0004561759,0.0005821697,0.00002452575,0.0002806186],"genre_scores_gemma":[0.2414102,0.7498934,0.003032566,0.001193421,0.0004286396,0.00235189,0.001283978,0.00004949165,0.0003564011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02527782,"threshold_uncertainty_score":0.1260654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5020130235929614,"score_gpt":0.4488632181339028,"score_spread":0.05314980545905856,"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."}}