{"id":"W4415263889","doi":"10.1097/htr.0000000000001127","title":"Advances in Understanding the Outcomes of Pediatric Traumatic Brain Injury: From Baby Steps to Bigger Leaps","year":2025,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"","keywords":"LEAPS; Traumatic brain injury; Psychological intervention; Rehabilitation; Outcomes research; Randomized controlled trial; Clinical trial; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.002482382,0.0001756774,0.0007185519,0.001191311,0.00006839319,0.00002736986,0.0002535188,0.0001008754,0.00006958862],"category_scores_gemma":[0.004351076,0.0001162107,0.0002474723,0.001326909,0.0001371655,0.0003574601,0.00002857488,0.0005048063,0.000006259192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005517366,"about_ca_system_score_gemma":0.0002722994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005996945,"about_ca_topic_score_gemma":0.0002183216,"domain_scores_codex":[0.9968098,0.0004335146,0.001455119,0.0002018337,0.0008269339,0.0002728406],"domain_scores_gemma":[0.991769,0.007123793,0.0003782824,0.0003448321,0.0002681357,0.000115991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003818164,0.001480513,0.8119146,0.001687617,0.0003675292,0.00001795933,0.02705887,0.0005446683,0.002538512,0.006225593,0.005392025,0.138954],"study_design_scores_gemma":[0.003086957,0.002011738,0.9513178,0.0007083745,0.0001409657,0.000005680104,0.01911183,0.0001435285,0.0001545491,0.02284674,0.0003619156,0.0001099205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575284,0.0008463005,0.004892136,0.03488588,0.0003122081,0.0008159295,0.00001350752,0.0000115965,0.0006940456],"genre_scores_gemma":[0.9939414,0.00006221601,0.005450699,0.0003584467,0.00008839507,0.00002061997,0.000002294904,0.00001807555,0.00005781123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1394032,"threshold_uncertainty_score":0.5208959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0769360761488215,"score_gpt":0.4107440098218048,"score_spread":0.3338079336729833,"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."}}