{"id":"W2135855338","doi":"10.1177/0163278711424281","title":"Contrasting Case Definitions for Chronic Fatigue Syndrome, Myalgic Encephalomyelitis/Chronic Fatigue Syndrome and Myalgic Encephalomyelitis","year":2011,"lang":"en","type":"article","venue":"Evaluation & the Health Professions","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; U.S. Public Health Service","keywords":"Chronic fatigue syndrome; Encephalomyelitis; Medicine; Cognition; Population; Physical therapy; Psychology; Psychiatry; Multiple sclerosis","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004928148,0.0006004106,0.0009873863,0.000449536,0.003160773,0.0000731512,0.0003776012,0.0003875886,0.003004464],"category_scores_gemma":[0.001217906,0.0004624397,0.0002788249,0.0009209267,0.0007160748,0.0004173263,0.0002176131,0.001245448,0.0001260364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001880657,"about_ca_system_score_gemma":0.007969979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008424159,"about_ca_topic_score_gemma":0.0001656314,"domain_scores_codex":[0.9926659,0.001582987,0.001534434,0.001074035,0.00134392,0.001798754],"domain_scores_gemma":[0.9950549,0.001401083,0.000642573,0.001129958,0.0008802876,0.0008912031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002520083,0.007117623,0.0162091,0.1475606,0.006120484,0.01436925,0.1494073,0.0006758734,0.007824398,0.1465081,0.04182949,0.4598577],"study_design_scores_gemma":[0.04555411,0.03464517,0.4800388,0.05151174,0.003475232,0.1751988,0.03775107,0.1201707,0.000384214,0.04468715,0.002461737,0.004121354],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9021216,0.03390783,0.01487999,0.02054366,0.001808185,0.0233647,0.0006225996,0.0005800735,0.002171359],"genre_scores_gemma":[0.9892802,0.00123394,0.003372238,0.0001687803,0.000145797,0.004474018,0.0004652196,0.0001176261,0.000742241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4638297,"threshold_uncertainty_score":0.9997827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2653346418392165,"score_gpt":0.4143584613140521,"score_spread":0.1490238194748356,"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."}}