{"id":"W2564815200","doi":"10.1097/dbp.0000000000000366","title":"Predictors of Long-Term Victimization After Early Pediatric Traumatic Brain Injury","year":2016,"lang":"en","type":"article","venue":"Journal of Developmental & Behavioral Pediatrics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Center for Research Resources","keywords":"Traumatic brain injury; Mediation; Injury prevention; Cognition; Poison control; Medicine; Psychology; Longitudinal study; Early childhood; Prospective cohort study; Pediatrics; Clinical psychology; Psychiatry; Developmental psychology; Medical emergency; Surgery","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":[0.0008236681,0.0002950256,0.0006418174,0.001086685,0.00005796126,0.00003493382,0.000305763,0.000232637,0.0006218846],"category_scores_gemma":[0.0002980304,0.0002039962,0.0002749338,0.0009349787,0.0001261686,0.0005949118,0.0001067445,0.0004123117,0.00004675256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003916507,"about_ca_system_score_gemma":0.0008995432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005445473,"about_ca_topic_score_gemma":0.000004204634,"domain_scores_codex":[0.9959468,0.0001153034,0.001655652,0.0002414535,0.001585551,0.0004552304],"domain_scores_gemma":[0.997606,0.0002338266,0.0008591361,0.0002258008,0.0006229666,0.0004522964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007605929,0.0007203846,0.9811074,0.0002416432,0.00005094498,0.0002196995,0.000967364,2.839671e-7,0.00179975,0.000001261182,0.001224382,0.01290628],"study_design_scores_gemma":[0.002666408,0.001663341,0.9925451,0.0001752791,0.0004957982,0.0003907097,0.0001117194,6.226787e-7,0.001691515,0.000012273,0.00002209092,0.0002251356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975584,0.0002088366,0.0006653096,0.00036882,0.0005832785,0.000478966,0.00004775664,0.00002940232,0.00005920045],"genre_scores_gemma":[0.9929441,0.0003098469,0.005564759,0.0000597787,0.0006613781,0.0000160383,0.000008141755,0.00006086173,0.0003750887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268115,"threshold_uncertainty_score":0.8318725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04860738104895683,"score_gpt":0.3393973708232431,"score_spread":0.2907899897742862,"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."}}