{"id":"W4392004358","doi":"10.1186/s12967-024-04979-1","title":"Fatigue and symptom-based clusters in post COVID-19 patients: a multicentre, prospective, observational cohort study","year":2024,"lang":"en","type":"article","venue":"Journal of Translational Medicine","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; Cohort; Observational study; Chronic fatigue syndrome; Prospective cohort study; Cohort study; Demographics; Physical therapy; Internal medicine; Severity of illness; Chronic fatigue","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022172,0.0001738978,0.000452064,0.000664902,0.00005892769,0.00002077572,0.00009005485,0.00007480746,0.0004987402],"category_scores_gemma":[0.0007443393,0.0001239022,0.00008352318,0.0004373024,0.000177613,0.0002140015,0.000009704656,0.0004885134,0.000002893567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003744755,"about_ca_system_score_gemma":0.001368799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006257124,"about_ca_topic_score_gemma":0.0000236465,"domain_scores_codex":[0.9972363,0.0001226029,0.0007762205,0.0002542941,0.001395864,0.0002147606],"domain_scores_gemma":[0.9981678,0.0007788549,0.0001158516,0.0001083586,0.0004701076,0.0003590733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009104458,0.0006602167,0.9926823,0.001303784,0.0003044608,0.0003215484,0.001903059,0.0004622104,0.0001631583,0.0001221311,0.0006608957,0.0005057512],"study_design_scores_gemma":[0.01290389,0.002352029,0.9740492,0.001552896,0.0002183956,0.00013086,0.0004836351,0.007857932,0.000004993047,0.0001781141,0.0001654892,0.0001026304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701093,0.001964994,0.001245459,0.02480425,0.0002484494,0.001341786,0.00001511041,0.00001935037,0.000251253],"genre_scores_gemma":[0.9987845,0.00005079987,0.0006069,0.0002340742,0.0001070426,0.00002009704,0.00008813279,0.0000208103,0.00008757952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02867521,"threshold_uncertainty_score":0.5460855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04650790021176524,"score_gpt":0.3610749052538472,"score_spread":0.3145670050420819,"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."}}