{"id":"W4416099471","doi":"10.1093/braincomms/fcaf440","title":"Shape analysis of the amygdala, hippocampus and thalamus in former American football players","year":2025,"lang":"en","type":"article","venue":"Brain Communications","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"National Institute of Neurological Disorders and Stroke; Alzheimer's Association","keywords":"Chronic traumatic encephalopathy; Traumatic brain injury; Concussion; Football; Asymptomatic; Hippocampus; Brain morphometry; Neuroimaging; Football players","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":[0.0003250079,0.0003213569,0.0002212241,0.001546711,0.0003040548,0.000607576,0.0002127926,0.0003205213,0.001362464],"category_scores_gemma":[0.0009064737,0.0002058378,0.0003190992,0.0006513706,0.0002853046,0.0001965742,0.0003802637,0.0001374084,0.0002318798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331396,"about_ca_system_score_gemma":0.0001964048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013474,"about_ca_topic_score_gemma":0.02015957,"domain_scores_codex":[0.9998832,0.00001916506,0.00000842183,0.00003555115,0.00003016172,0.0000234586],"domain_scores_gemma":[0.9997274,0.00005148334,0.00008084741,0.00003932171,0.00006871903,0.00003220096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001875689,0.00008311516,0.8260154,0.0001600852,0.0003585274,0.001495791,0.001727404,0.004656699,0.09201194,0.000291408,0.001110328,0.07021351],"study_design_scores_gemma":[0.000004751709,0.00006438969,0.9915847,0.00001218325,0.00003889816,0.0008281187,0.0004657653,0.004689398,0.001849584,0.0001877427,0.0002621697,0.00001245059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979618,0.00009134051,0.001147079,0.00001915056,0.000003156232,0.000009020651,0.0003822726,0.00002951671,0.000356705],"genre_scores_gemma":[0.9985175,0.00005886383,0.0008360092,0.000007356916,0.00000289854,0.000006531456,0.0003010931,0.00001322633,0.0002566116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013474,"threshold_uncertainty_score":0.0201515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05516325142207399,"score_gpt":0.3831286306813687,"score_spread":0.3279653792592946,"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."}}