{"id":"W4386817577","doi":"10.1007/s13365-023-01168-6","title":"Abstracts of the 19th International Symposium on NeuroVirology October 2–5, 2023 Montreal, Quebec, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of NeuroVirology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Gerontology; Political science; Geography; Medicine; Computer science","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":[0.0002733246,0.0001665801,0.0004481775,0.0001478732,0.00005772028,0.000008780672,0.0004261477,0.00009919792,0.00009801527],"category_scores_gemma":[0.0004956961,0.0001094107,0.0002617355,0.0002493331,0.0001715503,0.00006492316,0.00007412279,0.0006131161,0.00001614197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005144127,"about_ca_system_score_gemma":0.0004033975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02872616,"about_ca_topic_score_gemma":0.1435137,"domain_scores_codex":[0.998039,0.0002027627,0.0007332697,0.0002060519,0.0005572308,0.0002617039],"domain_scores_gemma":[0.9982702,0.0004735005,0.0006479723,0.0003618246,0.0001287469,0.0001177308],"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":[0.006793616,0.001570657,0.06888453,0.0003403433,0.001419111,0.009088407,0.0006777298,0.01316039,0.2732943,0.0009167508,0.609844,0.01401021],"study_design_scores_gemma":[0.001314813,0.0006730322,0.9444718,0.00003570202,0.0001222589,0.00103215,0.0000310359,0.000147496,0.001751759,0.00005035025,0.05029625,0.00007331371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620202,0.00005810379,0.000003085193,0.03203911,0.00344972,0.0001346421,0.00001716437,0.00001258955,0.002265389],"genre_scores_gemma":[0.9899449,0.0001844262,0.000007911704,0.006624043,0.0003444512,0.000002761946,0.000004175141,0.00002120027,0.002866147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8755873,"threshold_uncertainty_score":0.9777417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419613140000624,"score_gpt":0.2439511028549016,"score_spread":0.2297549714548953,"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."}}