{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004531911,0.0002663257,0.0002072136,0.0007224445,0.0003772369,0.0003580461,0.0002200081,0.0003030471,0.0009252271],"category_scores_gemma":[0.001000691,0.0001264807,0.0002795242,0.0003783155,0.0003809012,0.0003563311,0.0005790248,0.0002650758,0.0001785249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003563504,"about_ca_system_score_gemma":0.0003504177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003560864,"about_ca_topic_score_gemma":0.008164327,"domain_scores_codex":[0.9998574,0.00002589195,0.00001389311,0.00003477195,0.00003092183,0.00003705104],"domain_scores_gemma":[0.9994345,0.00003858771,0.0003397083,0.00002669514,0.00007182219,0.00008865905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006601733,0.0000797042,0.9827535,0.00003749699,0.00008555311,0.0003796094,0.0002880237,0.0003032306,0.008119985,0.00004460545,0.00009202253,0.007156115],"study_design_scores_gemma":[0.000002730743,0.0002532625,0.9990937,0.000003259276,0.000007093392,0.0002517154,0.00005949314,0.00008181042,0.0001819638,0.00001478316,0.00004867656,0.000001478571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995075,0.0001352399,0.0001170728,0.00001152342,9.312301e-7,0.000008938825,0.0001025749,0.000003447503,0.0001126898],"genre_scores_gemma":[0.9992755,0.00007399932,0.0002286716,0.00000843912,0.000003779633,0.00001130273,0.0002809564,0.000001084076,0.0001162595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003560864,"threshold_uncertainty_score":0.007080317,"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."}}