{"id":"W4392269087","doi":"10.1093/braincomms/fcad314","title":"Brain pathology and symptoms linked to concussion history: beyond chronic traumatic encephalopathy","year":2024,"lang":"en","type":"article","venue":"Brain Communications","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Chronic traumatic encephalopathy; Medicine; Concussion; Medical diagnosis; Encephalopathy; Traumatic brain injury; Pediatrics; Medical record; Disease; Depression (economics); Poison control; Injury prevention; Internal medicine; Psychiatry; Pathology","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":[0.0002605846,0.0003251295,0.0003297765,0.001488484,0.0005778091,0.0004914016,0.0002467209,0.0004806245,0.003237695],"category_scores_gemma":[0.00158658,0.0002143761,0.0001532652,0.0007482736,0.0008790251,0.000519541,0.00049947,0.0002563503,0.0003974862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715719,"about_ca_system_score_gemma":0.0003023469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001667246,"about_ca_topic_score_gemma":0.002236478,"domain_scores_codex":[0.9997861,0.00003791778,0.00004013618,0.00002941283,0.00003707253,0.00006939853],"domain_scores_gemma":[0.9990528,0.0001851472,0.0004335389,0.00006792136,0.0001109315,0.0001497318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001546929,0.00004572582,0.9735791,0.0000428876,0.00002258926,0.02224975,0.0002508376,0.0000302131,0.001276323,0.00003172144,0.00006862302,0.002247484],"study_design_scores_gemma":[0.000008398196,0.0002230972,0.8919775,0.00003547066,0.00002455894,0.1061833,0.0006857723,0.0001229601,0.0003789357,0.00008848873,0.0002651086,0.000006335012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984227,0.0006638255,0.00007264662,0.00002287757,0.000005615358,0.00001011163,0.00004944049,0.000002073767,0.0007507178],"genre_scores_gemma":[0.9995936,0.0001939902,0.00003785376,0.00001010161,0.00002039903,0.000002904429,0.00004475474,5.930211e-7,0.00009595272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003237695,"threshold_uncertainty_score":0.01083118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07658615442253053,"score_gpt":0.3668719288176309,"score_spread":0.2902857743951003,"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."}}