{"id":"W1980446547","doi":"10.1186/1756-0500-4-139","title":"A Disease Register for ME/CFS: Report of a Pilot Study","year":2011,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Referral; Register (sociolinguistics); Family medicine; Epidemiology; Sampling frame; Cohort; Disease; Demography; Gerontology; Environmental health; Pathology","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":[0.00330406,0.0001526675,0.0003997754,0.0003978846,0.0001324982,0.00002169503,0.0003010126,0.00004464621,0.0004700162],"category_scores_gemma":[0.006937142,0.0001176879,0.0001420689,0.0004879911,0.0004244868,0.00009389446,0.0002128028,0.0003360924,0.00005718041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104567,"about_ca_system_score_gemma":0.001409584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008299829,"about_ca_topic_score_gemma":0.00003755892,"domain_scores_codex":[0.9965186,0.0002983359,0.0004894504,0.00052748,0.001446374,0.0007197603],"domain_scores_gemma":[0.9963292,0.0009362811,0.00008427878,0.001206901,0.0009454854,0.0004978889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.017236,0.01197248,0.9259582,0.01473654,0.0004673276,0.002791699,0.002679301,9.09413e-7,0.01237946,0.001396212,0.009640878,0.0007410383],"study_design_scores_gemma":[0.007777217,0.03555862,0.9401309,0.001384109,0.0001664603,0.0002571846,0.002203335,0.0003918152,0.008110523,0.003123595,0.0005586536,0.000337602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919838,0.0005568364,0.0006234187,0.0004387398,0.00006017794,0.003835255,0.00001832329,0.00004898795,0.002434483],"genre_scores_gemma":[0.9909764,0.00001983,0.002605803,0.000002841359,0.00006128113,0.0005950113,0.00002444431,0.00004586645,0.005668543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02358614,"threshold_uncertainty_score":0.8304907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.479117196724375,"score_gpt":0.4706724746966927,"score_spread":0.008444722027682261,"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."}}