{"id":"W2031297858","doi":"10.2340/16501977-0783","title":"Differential profiles for patients with traumatic and non-traumatic brain injury","year":2011,"lang":"en","type":"article","venue":"Journal of Rehabilitation Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"Toronto Rehabilitation Institute; Ontario Ministry of Health and Long-Term Care; Ontario Neurotrauma Foundation","keywords":"Traumatic brain injury; Rehabilitation; Medicine; Physical therapy; Etiology; Injury prevention; Acquired brain injury; Physical medicine and rehabilitation; Poison control; Emergency medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001008715,0.0001955767,0.0007000645,0.0004941159,0.00007132864,0.00001069151,0.0001178493,0.00008477351,0.0003455526],"category_scores_gemma":[0.003349076,0.0001156497,0.0000978502,0.0002377054,0.0004648754,0.0002237372,0.00001479399,0.0002818115,0.000002353567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007812864,"about_ca_system_score_gemma":0.0001287324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001160028,"about_ca_topic_score_gemma":0.000003630702,"domain_scores_codex":[0.9976665,0.0001153116,0.0009761741,0.000185134,0.0008079557,0.0002489513],"domain_scores_gemma":[0.9963819,0.001628299,0.00051133,0.0002387857,0.0009412497,0.0002984574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02001724,0.004072719,0.6871546,0.01123059,0.001110283,0.00002262779,0.1029755,8.360924e-7,0.006906816,0.0007840358,0.02555117,0.1401736],"study_design_scores_gemma":[0.01171417,0.03273922,0.9442936,0.002222153,0.0002992449,0.00004903095,0.006795792,0.0001219848,0.0002276663,0.001302442,0.0001030822,0.0001316289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879547,0.00004561596,0.00573109,0.004266927,0.0001758574,0.001604038,0.000008299563,0.00001401438,0.0001994063],"genre_scores_gemma":[0.9626725,0.000007547118,0.03675854,0.0001829022,0.0001922419,0.00005095454,0.0000114358,0.000033715,0.00009011635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.257139,"threshold_uncertainty_score":0.4716057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04685341136643111,"score_gpt":0.3400578836856806,"score_spread":0.2932044723192495,"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."}}