{"id":"W4415720021","doi":"10.3390/biomedicines13112669","title":"A Bioinformatic Study of Genetics Involved in Determining Mild Traumatic Brain Injury Severity and Recovery","year":2025,"lang":"en","type":"article","venue":"Biomedicines","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; McMaster University Medical Centre","funders":"","keywords":"Gene; Traumatic brain injury; In silico; microRNA; Candidate gene; Gene prediction; Proteomics","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":[0.00102651,0.0004643421,0.0005024868,0.00245085,0.0004185014,0.0008531002,0.0004299052,0.0004296889,0.003792542],"category_scores_gemma":[0.00386631,0.000165947,0.001250268,0.001622638,0.0003143924,0.0002994002,0.0003877697,0.0003405091,0.0005174584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003723749,"about_ca_system_score_gemma":0.000755076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814474,"about_ca_topic_score_gemma":0.002163075,"domain_scores_codex":[0.999404,0.0001975205,0.00004105396,0.0002207177,0.00008981892,0.00004685701],"domain_scores_gemma":[0.9982786,0.001118077,0.0003034917,0.00008260264,0.0001158582,0.0001013846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00112932,0.0002837913,0.8753916,0.0006027909,0.001752047,0.001803317,0.0001910529,0.01361888,0.04856616,0.001783671,0.002021675,0.05285568],"study_design_scores_gemma":[0.0001554757,0.0006274878,0.8503171,0.0001364195,0.001879551,0.004041115,0.0005475347,0.1215669,0.008598678,0.006680949,0.005376089,0.00007264571],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695786,0.001032444,0.02104784,0.0007216377,0.00004190585,0.00009528984,0.005396797,0.0005286699,0.001556821],"genre_scores_gemma":[0.9830424,0.0003328552,0.01195958,0.0002338432,0.00002682142,0.00005906389,0.003725593,0.00007189278,0.000547967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003792542,"threshold_uncertainty_score":0.01268739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404146182416114,"score_gpt":0.3032843794516957,"score_spread":0.2792429176275346,"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."}}