{"id":"W4415258134","doi":"10.1055/s-0045-1810027","title":"Impact of Head Trauma: How MMA (Mixed Martial Arts) Affects the Sense of Smell, Cognition, and Quality of Life in Fighters","year":2025,"lang":"en","type":"article","venue":"International Archives of Otorhinolaryngology","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Head (geology); Quality of life (healthcare); Cognition; Sample (material); Quality (philosophy); Sense of presence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000168087,0.0001114766,0.0003794463,0.0002690231,0.00003611915,0.000004824682,0.0001616046,0.00004166314,0.00002718194],"category_scores_gemma":[0.001186284,0.00008183558,0.0001507562,0.0001190722,0.0007771483,0.00008748625,0.0001030048,0.0001279526,4.373392e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008937422,"about_ca_system_score_gemma":0.00004977756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000153998,"about_ca_topic_score_gemma":0.0001354046,"domain_scores_codex":[0.9986596,0.0004315312,0.0004146719,0.0002086938,0.0001707,0.0001148532],"domain_scores_gemma":[0.9970454,0.002372625,0.0003481999,0.0001435538,0.00006381924,0.00002639258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001429911,0.0002696171,0.2841916,0.0001090965,0.0001463758,0.000003075143,0.0009835017,0.00007192657,0.7046099,0.007371342,0.0000696432,0.0007441007],"study_design_scores_gemma":[0.0009852505,0.0002148255,0.8532606,0.0000501006,0.00001168407,0.000004034518,0.0001028485,0.0002036646,0.143917,0.001129333,0.00006905882,0.00005157004],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958602,0.00005772767,0.000207115,0.0005888434,0.0003241233,0.0001865365,0.0001721515,0.000006643166,0.002596615],"genre_scores_gemma":[0.9997001,0.00004465937,0.00002998394,0.00009085468,0.00002122202,0.000006660836,0.000005024215,0.000003985576,0.00009749762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.569069,"threshold_uncertainty_score":0.3337158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016793973337605,"score_gpt":0.3313570301582917,"score_spread":0.2296776328245311,"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."}}