{"id":"W3205825603","doi":"10.1002/hbm.25591","title":"Sex differences in acute and long‐term brain recovery after concussion","year":2021,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; York University; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Canadian Institute for Military and Veteran Health Research; Siemens Healthineers","keywords":"Concussion; Fractional anisotropy; Cerebral blood flow; White matter; Medicine; Magnetic resonance imaging; Cardiology; Internal medicine; Psychology; Anesthesia; Poison control; Injury prevention; Radiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063546,0.0002026045,0.0004740443,0.0002814155,0.0001291727,0.0001131606,0.000106998,0.0001460824,0.001092185],"category_scores_gemma":[0.000379912,0.0001773204,0.00007684686,0.0002941683,0.000171158,0.0001475049,0.0001963609,0.000447261,0.00003338608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009376538,"about_ca_system_score_gemma":0.0001124541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001181914,"about_ca_topic_score_gemma":0.00008645674,"domain_scores_codex":[0.9980039,0.0002612591,0.0004017095,0.0005048958,0.0003770383,0.000451208],"domain_scores_gemma":[0.9987266,0.0005701511,0.00006245526,0.0003983857,0.00005576395,0.0001866417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002637149,0.0001856503,0.7730548,0.0007956278,0.0002222121,0.002853079,0.004995304,1.428384e-7,0.1883758,0.0003383192,0.005692271,0.02322302],"study_design_scores_gemma":[0.001779918,0.0001793236,0.9941115,0.00112227,0.00001738648,0.0001973773,0.0005282775,0.00004882656,0.0004296638,0.0009453302,0.000438419,0.0002016958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866484,0.000390805,0.0002927676,0.01010558,0.00007166511,0.0003608316,0.000008866989,0.00005733375,0.002063765],"genre_scores_gemma":[0.9822181,0.00003764089,0.0004022292,0.002820935,0.000137487,0.00005846822,0.00004433724,0.00003019444,0.01425056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2210567,"threshold_uncertainty_score":0.9998209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0741174495229482,"score_gpt":0.3400206398343193,"score_spread":0.2659031903113712,"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."}}