{"id":"W4380592367","doi":"10.17116/jnevro2023123051123","title":"Cerebellar degeneration associated with HIV infection","year":2023,"lang":"en","type":"article","venue":"S S Korsakov Journal of Neurology and Psychiatry","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ataxia; Cerebellar ataxia; Cerebellar Degeneration; Olivopontocerebellar atrophy; Spinocerebellar ataxia; Atrophy; Pediatrics; Pathology; Internal medicine; Central nervous system disease; Degenerative disease; Psychiatry","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":[0.0003151797,0.0001071297,0.0001867501,0.0002244178,0.0002092542,0.00001054328,0.00006082519,0.0001865147,0.0001013827],"category_scores_gemma":[0.00005400136,0.00007616779,0.00005384169,0.0002205888,0.0001229854,0.00007861758,0.00001870068,0.0004197811,0.0001931534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007501615,"about_ca_system_score_gemma":0.0001009544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007275422,"about_ca_topic_score_gemma":0.0001058576,"domain_scores_codex":[0.999046,0.0003124208,0.0002194369,0.000132071,0.00004526345,0.0002448548],"domain_scores_gemma":[0.9995034,0.0001125992,0.0001742123,0.00008418191,0.00008605485,0.00003950627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001051645,0.0002269031,0.9574627,0.00001211428,0.0005558101,0.00009538865,0.0001581247,0.0001005942,0.005542024,0.0004130165,0.03259506,0.001786656],"study_design_scores_gemma":[0.004782068,0.004679831,0.9670668,0.0000355908,0.0001534483,0.001542936,0.00003222698,0.00001196128,0.001217151,0.001037237,0.01928837,0.0001523337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930994,0.001109167,0.00005814459,0.004361002,0.0009595168,0.00007651753,0.00001583036,0.00003183624,0.0002885764],"genre_scores_gemma":[0.9984775,0.0004793414,0.0000245618,0.0002742655,0.00008698613,0.000003097743,0.00007101769,0.00001067817,0.0005725077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01330669,"threshold_uncertainty_score":0.3106032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110935581191228,"score_gpt":0.2420842827385179,"score_spread":0.2309907246193951,"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."}}