{"id":"W1975393229","doi":"10.1080/09638280310001639722","title":"Long term outcomes after moderate to severe traumatic brain injury","year":2004,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Aging","keywords":"Traumatic brain injury; Physical medicine and rehabilitation; Psychology; Medicine; Term (time); Rehabilitation; Physical therapy; Psychiatry","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":[0.0007833016,0.0001988634,0.0003919766,0.00009811101,0.0001049562,0.00005220234,0.0000733146,0.0001229748,0.0001576811],"category_scores_gemma":[0.001736776,0.0001560768,0.0001369545,0.00025393,0.0005971711,0.0002385645,0.00005189448,0.0002190545,0.00006975134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783567,"about_ca_system_score_gemma":0.00007551819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007255537,"about_ca_topic_score_gemma":0.0001703563,"domain_scores_codex":[0.9981933,0.000150275,0.0004654283,0.0004694411,0.0004080321,0.0003135123],"domain_scores_gemma":[0.9981734,0.0008622794,0.0000374545,0.00052968,0.0001085861,0.0002886085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001611565,0.0009470783,0.9486836,0.001727497,0.00005938895,0.000005785435,0.0125422,0.00005024268,0.0003291716,0.0006346073,0.0001088263,0.03330002],"study_design_scores_gemma":[0.001625259,0.0007993685,0.9896667,0.0002534133,0.00002983882,0.00001537546,0.0009703159,0.00003653087,0.00006621469,0.006341415,0.00002062204,0.0001749603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381385,0.00002482775,0.0004631515,0.05945584,0.00006760356,0.001554018,0.00002571635,0.00008338315,0.0001869977],"genre_scores_gemma":[0.9927675,0.000001622869,0.005523081,0.001152151,0.00003755995,0.0002917117,0.00001853964,0.00002332701,0.0001845171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05830369,"threshold_uncertainty_score":0.6364625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04311800634026298,"score_gpt":0.3657767188980466,"score_spread":0.3226587125577837,"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."}}