{"id":"W978648968","doi":"10.1227/neu.0000000000000811","title":"Chronic Traumatic Encephalopathy","year":2015,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences","keywords":"Medicine; Chronic traumatic encephalopathy; Encephalopathy; Medical emergency; Internal medicine; Poison control; Injury prevention; Concussion","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006212133,0.0001405105,0.0003190481,0.0001816663,0.00004034963,0.00003305109,0.0001145323,0.00006978909,0.0003279866],"category_scores_gemma":[0.0009363249,0.0001202253,0.0001111499,0.00037085,0.0001213492,0.0001092158,0.00004267195,0.0002950023,0.0009540642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141024,"about_ca_system_score_gemma":0.0005674656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001118259,"about_ca_topic_score_gemma":0.000001996523,"domain_scores_codex":[0.9982067,0.0001044498,0.0003272261,0.0002714433,0.0006710254,0.0004191115],"domain_scores_gemma":[0.9986032,0.0002646717,0.00005396992,0.0005063576,0.0001101411,0.0004616255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000897942,0.001283858,0.231345,0.001671434,0.000187678,0.004358126,0.00376546,0.0001003122,0.03700309,0.001513833,0.4034564,0.3144168],"study_design_scores_gemma":[0.0105762,0.004658431,0.6951944,0.0009824693,0.0002345747,0.005000508,0.001091672,0.007086269,0.01453527,0.002209362,0.2571137,0.001317221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706385,0.0004542164,0.0001413864,0.002731464,0.0007808963,0.0003964397,0.00000434379,0.0002432512,0.02460955],"genre_scores_gemma":[0.9961002,0.00001739524,0.000292587,0.0007297852,0.0004925335,0.00004282383,0.000008343676,0.00003999552,0.002276318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4638493,"threshold_uncertainty_score":0.9998238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594365353944626,"score_gpt":0.3516353209801251,"score_spread":0.1921987855856624,"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."}}