{"id":"W2004460428","doi":"10.1080/10852352.2014.973238","title":"Complications in Operationalizing Lifelong Fatigue as an Exclusionary Criterion","year":2015,"lang":"en","type":"article","venue":"Journal of Prevention & Intervention in the Community","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Chronic fatigue syndrome; Chronic fatigue; Medicine; Psychology; Physical therapy","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":[0.006036411,0.00009818083,0.0002278827,0.0003965825,0.0001543131,0.00006772669,0.000442125,0.00007434494,0.0002052893],"category_scores_gemma":[0.000549319,0.00007560768,0.000196904,0.0003687418,0.00007440187,0.0005474276,0.0001151336,0.001046603,0.00001510295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316194,"about_ca_system_score_gemma":0.0002503364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003959284,"about_ca_topic_score_gemma":0.0001253464,"domain_scores_codex":[0.9955123,0.002870309,0.0008498812,0.00007945734,0.0005434445,0.0001445747],"domain_scores_gemma":[0.9986208,0.0001595055,0.000281665,0.0003906579,0.0004319244,0.0001154129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01012993,0.1173818,0.3519484,0.0117523,0.001381608,0.001473757,0.2192086,0.008035212,0.03362746,0.06333458,0.03121206,0.1505143],"study_design_scores_gemma":[0.009603158,0.006293182,0.8886178,0.00928763,0.00007808181,0.003464949,0.03244688,0.003333788,0.0003047794,0.04523997,0.001082196,0.0002475845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991886,0.0006364493,0.002318005,0.003378465,0.0001496054,0.0003283399,0.000002146782,0.000008198234,0.001292796],"genre_scores_gemma":[0.9985036,0.00004434798,0.001038582,0.00007366738,0.00003588649,0.00002028593,0.00006115578,0.000009916682,0.000212561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5366694,"threshold_uncertainty_score":0.4547026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2025695296381231,"score_gpt":0.4548738532314677,"score_spread":0.2523043235933445,"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."}}