{"id":"W1502965643","doi":"10.5772/30342","title":"Gene Expression in Chronic Fatigue Syndrome","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic fatigue syndrome; Expression (computer science); Gene; Genetics; Medicine; Biology; Internal 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000314888,0.0005765714,0.0009430371,0.000679089,0.0000625231,0.000025257,0.000348928,0.001026999,0.003036634],"category_scores_gemma":[0.00003122027,0.0005109703,0.0003143302,0.00003501623,0.0002892638,0.0000558676,0.0002962221,0.001848645,0.0009696711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816123,"about_ca_system_score_gemma":0.001073497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003972063,"about_ca_topic_score_gemma":0.00000803549,"domain_scores_codex":[0.9969832,0.00003280088,0.0006634369,0.0006435838,0.0008388711,0.0008380788],"domain_scores_gemma":[0.9982358,0.00007818248,0.0001740972,0.001032228,0.0001096088,0.0003701231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002539141,0.0001126376,0.0001125033,0.008744502,0.0003855525,0.004951438,0.0004218677,5.857727e-7,0.9512824,0.002577021,0.001612512,0.02954503],"study_design_scores_gemma":[0.005833931,0.003180241,0.001038689,0.05020824,0.0003471272,0.008377965,0.00004798429,0.00002872788,0.8027909,0.008317656,0.1175659,0.002262642],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01166537,0.02002884,0.0004256088,0.0002076216,0.00054477,0.002702618,0.00006157636,0.0003621273,0.9640015],"genre_scores_gemma":[0.4599947,0.0003204657,0.0005125524,0.0000135268,0.0001519969,0.0001009235,0.0001171933,0.0001938136,0.5385948],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4483294,"threshold_uncertainty_score":0.9998082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04856747207954651,"score_gpt":0.3077892726058855,"score_spread":0.2592218005263389,"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."}}