{"id":"W2599398357","doi":"10.1007/978-3-319-48838-7_29","title":"Fundamental Mechanisms Underlying the Ill Health and Chronic Fatigue Syndrome Suffered by Atomic and Gulf War Veterans: A Unifying Hypothesis","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Chronic fatigue syndrome; Immune system; Medicine; Etiology; Chronic stress; Encephalomyelitis; Stressor; Mechanism (biology); Chronic fatigue; Bioinformatics; Immunology; Neuroscience; Psychiatry; Intensive care medicine; Psychology; Internal medicine; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158836,0.0005061083,0.0006935472,0.0008004691,0.0007349856,0.001827918,0.001043869,0.001893692,0.004294247],"category_scores_gemma":[0.0007936243,0.000220916,0.0006475952,0.0003926939,0.004554466,0.003475541,0.001458839,0.002877541,0.000439756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059902,"about_ca_system_score_gemma":0.00164849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007435845,"about_ca_topic_score_gemma":0.001029998,"domain_scores_codex":[0.9997637,0.00006822835,0.00001752884,0.00005284178,0.0000470511,0.00005064661],"domain_scores_gemma":[0.9996607,0.000219764,0.00003036185,0.00002356329,0.00003713744,0.00002840839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003482942,0.0003741786,0.004937811,0.001239592,0.000118344,0.001026608,0.003465103,0.0008571632,0.008599422,0.8543454,0.01759031,0.1070977],"study_design_scores_gemma":[0.0001793924,0.0005670502,0.017382,0.001121994,0.000122999,0.003382645,0.003316195,0.001533164,0.002147887,0.8302157,0.1399451,0.00008579789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08822456,0.6068241,0.02675326,0.132466,0.01203154,0.0002991721,0.0005220467,0.0001442691,0.132735],"genre_scores_gemma":[0.4993884,0.3946903,0.0135314,0.02746669,0.01286379,0.0006829198,0.0004477147,0.00004537962,0.0508833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004294247,"threshold_uncertainty_score":0.01436567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06953971338755009,"score_gpt":0.3030762910587304,"score_spread":0.2335365776711802,"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."}}