{"id":"W2800750867","doi":"10.1542/peds.2017-2859","title":"Unmet Rehabilitation Needs After Hospitalization for Traumatic Brain Injury","year":2018,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Centers for Disease Control and Prevention","keywords":"Medicine; Traumatic brain injury; Rehabilitation; Occupational therapy; Cohort; Multinomial logistic regression; Physical therapy; Psychiatry; Internal medicine","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":[0.0005030874,0.0002562106,0.0003155018,0.001008504,0.0005328567,0.0006240205,0.000467398,0.0003699824,0.001428942],"category_scores_gemma":[0.003475449,0.0001856648,0.0004891549,0.0009806565,0.0002683981,0.0006587574,0.0009530108,0.0007261263,0.0001509417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008174154,"about_ca_system_score_gemma":0.0009794193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502849,"about_ca_topic_score_gemma":0.02572336,"domain_scores_codex":[0.9992605,0.0001101938,0.0001060802,0.0000797417,0.0001747297,0.0002686477],"domain_scores_gemma":[0.9973022,0.0001977638,0.001740883,0.00005086953,0.000258623,0.0004496704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002918922,0.00002722196,0.998171,0.00001517653,0.00001813918,0.0001463337,0.0002117041,0.00004093434,0.00003914354,0.00001324441,0.0001129141,0.001174998],"study_design_scores_gemma":[0.000001017399,0.00003541142,0.9990964,0.00001048766,0.000004404769,0.0003136816,0.0003630292,0.00005261409,0.00002144743,0.00000894427,0.00009006564,0.000002542384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990724,0.0001655257,0.0000231929,0.00006825508,0.000004246188,0.000005636208,0.0004859665,0.000002319497,0.000172315],"genre_scores_gemma":[0.9988405,0.0001507475,0.00009196826,0.00002086625,0.000006580167,0.00001105596,0.0007576121,0.000001900833,0.0001187879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502849,"threshold_uncertainty_score":0.02988201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531168184551599,"score_gpt":0.3572664726822998,"score_spread":0.3219547908367839,"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."}}