{"id":"W2963565457","doi":"10.3389/fneur.2019.00758","title":"Malassezia and Parkinson's Disease","year":2019,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Malassezia; Disease; Biology; Immunology; Medicine; Pathology; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002199994,0.00008320259,0.0001807306,0.00009467412,0.00001159772,0.000004213666,0.0000314834,0.00004573714,0.00006877356],"category_scores_gemma":[0.00001885138,0.00007288449,0.00003435404,0.00006449603,0.00004343089,0.00003098439,0.00002775941,0.00009387864,0.00003721561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009997601,"about_ca_system_score_gemma":0.00002897074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006733512,"about_ca_topic_score_gemma":0.000001075152,"domain_scores_codex":[0.9993997,0.00002994741,0.00008188341,0.0002451088,0.00006438937,0.0001789515],"domain_scores_gemma":[0.9996165,0.00001399968,0.0000201708,0.0001788375,0.000007338745,0.0001631587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0010944,0.0001032431,0.9906785,0.00003168851,0.00002056986,0.0005561751,0.000008842789,0.000002057009,0.00001012064,0.00007055605,0.004663798,0.002760036],"study_design_scores_gemma":[0.002229812,0.0002771268,0.9477935,0.000006895785,0.00004719801,0.000017274,0.000005577907,0.0005392854,0.000002806605,0.000527112,0.04850299,0.00005042467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944885,0.00151554,0.00001975806,0.001946196,0.0005919301,0.0002896334,0.000007272336,0.00002091633,0.001120246],"genre_scores_gemma":[0.9966449,0.0002407433,0.0002817026,0.002094894,0.00002994964,0.00001501934,0.00001195964,0.00001243299,0.0006684574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04383919,"threshold_uncertainty_score":0.2972143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004136826770377703,"score_gpt":0.2167117979260716,"score_spread":0.2125749711556938,"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."}}