{"id":"W2041590661","doi":"10.4236/jbbs.2013.32024","title":"Absence of Quantitative Improvement in Neuropsychological Profiles in Patients Who Exhibit Moderate Brain Impairment: Comparisons of Cross-Sectional and Longitudinal Data (1 through 4 Years Post-Injury)","year":2013,"lang":"en","type":"article","venue":"Journal of Behavioral and Brain Science","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Neuropsychology; Neurocognitive; Unconsciousness; Traumatic brain injury; Psychology; Medicine; Neuropsychological assessment; Affect (linguistics); Physical medicine and rehabilitation; Cognition; Audiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007056399,0.000261019,0.0003378349,0.0009976384,0.000386584,0.0004757305,0.0002187604,0.0004403625,0.0004890211],"category_scores_gemma":[0.003086175,0.0001928307,0.0003270444,0.0004939954,0.000402698,0.000503786,0.0005590354,0.0004593819,0.0002015717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108321,"about_ca_system_score_gemma":0.0003446363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004390983,"about_ca_topic_score_gemma":0.005143728,"domain_scores_codex":[0.9997242,0.00005075214,0.00004331004,0.00004912409,0.00005516511,0.00007740718],"domain_scores_gemma":[0.9982479,0.00021821,0.0009011155,0.00009214671,0.0002119054,0.0003287914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000138827,0.00003947317,0.9982994,0.0000036685,0.00001553965,0.0001173516,0.0001318329,0.0000277712,0.0002694367,0.000003797797,0.0000132448,0.0009397097],"study_design_scores_gemma":[0.000003529995,0.0003454494,0.9990664,0.000001788964,0.000009524436,0.0003095342,0.0001241746,0.00003931152,0.00006107047,0.000004803573,0.00003181061,0.000002657835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998134,0.00004144504,0.00001839246,0.000005237192,0.00000119643,0.000002605085,0.00004051026,0.000001321542,0.00007589237],"genre_scores_gemma":[0.9997181,0.00002333815,0.00002777464,0.00000625779,0.000002214482,0.000003537732,0.0001751089,3.554773e-7,0.00004326284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004390983,"threshold_uncertainty_score":0.008730829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1630913396701337,"score_gpt":0.445700273879688,"score_spread":0.2826089342095543,"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."}}