{"id":"W3017141168","doi":"10.1089/neu.2019.6956","title":"Fluid Biomarkers of Pediatric Mild Traumatic Brain Injury: A Systematic Review","year":2020,"lang":"en","type":"review","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Hotchkiss Brain Institute; Children's Hospital of Eastern Ontario","funders":"","keywords":"Traumatic brain injury; Medicine; Concussion; Intensive care medicine; Biomarker; Injury prevention; Poison control; Emergency medicine; Psychiatry","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":[0.002696529,0.001321667,0.004494173,0.00574292,0.0004144475,0.001837945,0.001507393,0.001546659,0.004592486],"category_scores_gemma":[0.01612751,0.0005886789,0.004759212,0.005267347,0.0004691522,0.001560541,0.0009260115,0.0008999466,0.0004262932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293818,"about_ca_system_score_gemma":0.005445839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004549723,"about_ca_topic_score_gemma":0.01050085,"domain_scores_codex":[0.9982652,0.0004168118,0.0006356594,0.0001865483,0.0004208797,0.00007481709],"domain_scores_gemma":[0.9905564,0.007034801,0.001357601,0.0001063569,0.0008391957,0.0001056367],"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":[0.0002917736,0.00003927133,0.001176952,0.8218647,0.005549039,0.0001295823,0.0001094381,0.0001571548,0.0001657336,0.000354309,0.005017286,0.1651447],"study_design_scores_gemma":[0.000259872,0.0003163682,0.008894831,0.8394516,0.06114822,0.001250969,0.0002696313,0.0001772472,0.0002909169,0.000831194,0.08704028,0.00006903717],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001855338,0.9994578,0.00003336987,0.0000812909,0.00003368153,0.00002381954,0.00008130912,0.000002557708,0.0001005937],"genre_scores_gemma":[0.002192712,0.9973934,0.0001245617,0.0001136111,0.00003571014,0.00003860104,0.00006700793,0.000001096724,0.00003325026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00574292,"threshold_uncertainty_score":0.0153634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2923033851597996,"score_gpt":0.4535741340741619,"score_spread":0.1612707489143623,"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."}}