{"id":"W3035048397","doi":"10.3389/fneur.2020.00460","title":"Epigenetic Effects on Pediatric Traumatic Brain Injury Recovery (EETR): An Observational, Prospective, Longitudinal Concurrent Cohort Study Protocol","year":2020,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Center for Advancing Translational Sciences; Children's Hospital of Pittsburgh; National Institute of Child Health and Human Development; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Pittsburgh","keywords":"Traumatic brain injury; Medicine; Biomarker; Epigenetics; Observational study; Prospective cohort study; Cohort study; Longitudinal study; Confounding; Cohort; Oncology; Bioinformatics; Internal medicine; Psychiatry; Pathology","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":[0.01559839,0.002858367,0.002117285,0.001896034,0.00400952,0.002417231,0.003484628,0.002905271,0.0114732],"category_scores_gemma":[0.01329536,0.002342408,0.002076837,0.002547106,0.001538203,0.002673115,0.002132376,0.003774094,0.003898903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002972303,"about_ca_system_score_gemma":0.01424628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01355883,"about_ca_topic_score_gemma":0.02401067,"domain_scores_codex":[0.9919259,0.003072919,0.001536136,0.001968133,0.0008567133,0.0006402598],"domain_scores_gemma":[0.9925527,0.00110887,0.001149342,0.001376729,0.002807749,0.001004496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08061089,0.02227444,0.4225876,0.0262557,0.006701333,0.005631533,0.01239962,0.007787856,0.01066356,0.02325648,0.256571,0.12526],"study_design_scores_gemma":[0.05275357,0.02271394,0.6991284,0.0100352,0.004050982,0.002634555,0.004742638,0.009775168,0.004222385,0.0154395,0.1736768,0.0008268617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.07965223,0.002087749,0.02269636,0.002300138,0.0008141533,0.8148211,0.07049631,0.0004126211,0.006719446],"genre_scores_gemma":[0.0462236,0.0007671736,0.01207503,0.001062129,0.0001580179,0.9242085,0.01382611,0.00004492258,0.001634529],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01559839,"threshold_uncertainty_score":0.08249325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139822759149633,"score_gpt":0.3862690818857268,"score_spread":0.2722868059707635,"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."}}