{"id":"W7116787139","doi":"10.33137/jns.v4i1.43777","title":"The Efficacy of miRNAs to Diagnose and Monitor Persistent Post- Concussive Syndrome: A Scoping Review","year":2025,"lang":"","type":"article","venue":"UTSC s Journal of Natural Sciences","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Biomarker; Context (archaeology); Concussion; microRNA; Biomarker discovery; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01036265,0.001322265,0.005216509,0.01166978,0.0007882047,0.003511929,0.001894393,0.002888522,0.003303587],"category_scores_gemma":[0.05359681,0.0008321262,0.005131058,0.008107584,0.0009464136,0.002473928,0.001679236,0.001325884,0.0005398407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002545565,"about_ca_system_score_gemma":0.0100497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005424646,"about_ca_topic_score_gemma":0.01067135,"domain_scores_codex":[0.9936715,0.001647164,0.002835317,0.0005402691,0.001139488,0.0001661578],"domain_scores_gemma":[0.9594899,0.03328928,0.003246189,0.0003988388,0.00340384,0.0001719395],"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":[0.0001804735,0.00003433106,0.0007910728,0.8152986,0.003264644,0.0001439242,0.0005131689,0.0001697968,0.0003132774,0.0007751468,0.002762581,0.1757529],"study_design_scores_gemma":[0.00004777177,0.0001595347,0.002283725,0.9266481,0.0180918,0.0004113144,0.0004539146,0.0001147202,0.0003561499,0.0005917933,0.05080497,0.00003612759],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004030387,0.9984895,0.0001392886,0.0002871274,0.0001253597,0.0001099553,0.0001091544,0.000003828312,0.0003327146],"genre_scores_gemma":[0.004383716,0.9942381,0.0004922703,0.0003332842,0.00008957742,0.0002282521,0.0001137747,0.000003993583,0.0001169512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01166978,"threshold_uncertainty_score":0.05480361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04557906123482736,"score_gpt":0.4105408204151536,"score_spread":0.3649617591803263,"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."}}