{"id":"W3171610345","doi":"10.1097/htr.0000000000000696","title":"Progressive Neurodegeneration Across Chronic Stages of Severe Traumatic Brain Injury","year":2021,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"Canadian Institutes of Health Research","keywords":"Traumatic brain injury; Medicine; Thalamus; Neurodegeneration; Amygdala; Glasgow Coma Scale; Neuroscience; Psychology; Anesthesia; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001635435,0.0001942503,0.0006767759,0.0002425045,0.00009675306,0.00004947195,0.000142356,0.0001223772,0.0002592026],"category_scores_gemma":[0.003467902,0.0001663966,0.0003429881,0.0005940131,0.0002440205,0.0004602252,0.00003002452,0.0005342361,0.00000872077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000372389,"about_ca_system_score_gemma":0.0008452346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008711778,"about_ca_topic_score_gemma":0.00003882289,"domain_scores_codex":[0.9963332,0.0005537831,0.001432527,0.000255496,0.001082446,0.0003425958],"domain_scores_gemma":[0.9956412,0.001346227,0.0007037151,0.0004128465,0.001704029,0.0001919371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003442002,0.003739452,0.05064299,0.009163463,0.0007368625,0.0004923157,0.02971677,0.001189415,0.3897088,0.001095054,0.0084385,0.5016344],"study_design_scores_gemma":[0.008281286,0.01465392,0.8804346,0.002808156,0.0002026533,0.002569716,0.008700419,0.0007373515,0.07878914,0.001518887,0.0009647337,0.00033913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868701,0.001221983,0.0003136074,0.01058352,0.0002412372,0.00058824,0.000033359,0.00001957986,0.000128397],"genre_scores_gemma":[0.9859086,0.00002196522,0.01342369,0.0001093361,0.0002634903,0.00002067551,0.00002168498,0.00003680266,0.0001937284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8297916,"threshold_uncertainty_score":0.6785454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163061645434926,"score_gpt":0.4068067687087619,"score_spread":0.3551761522544126,"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."}}