{"id":"W1577321742","doi":"10.1159/000358766","title":"Neurometabolic, Electrophysiological, and Imaging Abnormalities","year":2014,"lang":"en","type":"review","venue":"Progress in neurological surgery","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Concussion; Medicine; Neuroimaging; Chronic traumatic encephalopathy; Traumatic brain injury; Multimodality; Neuroscience; Physical medicine and rehabilitation; Poison control; Psychiatry; Injury prevention; Psychology; Medical emergency","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":[0.0004628642,0.001159724,0.001656189,0.00562579,0.0003636593,0.001282378,0.0008219982,0.0009237644,0.006322825],"category_scores_gemma":[0.0008602287,0.0002516881,0.0006492785,0.004149104,0.0006201344,0.001333465,0.0007187617,0.000952213,0.003623436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004148888,"about_ca_system_score_gemma":0.00129471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490281,"about_ca_topic_score_gemma":0.002315846,"domain_scores_codex":[0.9997587,0.00002506041,0.00005070169,0.00004285566,0.0000991547,0.0000236507],"domain_scores_gemma":[0.999611,0.0001386619,0.0000822248,0.00001425048,0.000122142,0.00003174907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004228799,0.00005571319,0.0005926367,0.01757297,0.0001040259,0.0004649237,0.00007066766,0.0001349763,0.001501197,0.001016803,0.01283614,0.9656077],"study_design_scores_gemma":[0.00002034571,0.000136971,0.006074046,0.01064075,0.0003445113,0.01203056,0.0002637287,0.0001023821,0.0009647562,0.002527671,0.9668564,0.00003796973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002502672,0.9975355,0.0001547256,0.000171112,0.0001185156,0.00000911405,0.0000454058,0.00001516357,0.001700206],"genre_scores_gemma":[0.0009469474,0.9979469,0.0001834364,0.0000809572,0.0001265585,0.000005759751,0.00005769034,0.000001619367,0.0006501593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006322825,"threshold_uncertainty_score":0.02115196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134482595624119,"score_gpt":0.385115288194748,"score_spread":0.2716670286323362,"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."}}