{"id":"W3009725539","doi":"10.1101/2020.02.21.20025072","title":"BEYOND BONES - THE RELEVANCE OF VARIANTS OF CONNECTIVE TISSUE (HYPERMOBILITY) TO FIBROMYALGIA, ME/CFS AND CONTROVERSIES SURROUNDING DIAGNOSTIC CLASSIFICATION: AN OBSERVATIONAL STUDY","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; University of Sussex","keywords":"Fibromyalgia; Medicine; Hypermobility (travel); Chronic fatigue syndrome; Joint hypermobility; Physical therapy; Clinical significance; Medical diagnosis; myalgia; Observational study; Physical medicine and rehabilitation; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001542143,0.000292742,0.0005270256,0.000782051,0.0007275445,0.0008520473,0.0006460801,0.0008106619,0.002682015],"category_scores_gemma":[0.006541456,0.0004700661,0.0006109887,0.001031839,0.0007560455,0.0009901319,0.001005613,0.0007695778,0.0004354595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003851241,"about_ca_system_score_gemma":0.0005487545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00348914,"about_ca_topic_score_gemma":0.004176457,"domain_scores_codex":[0.9978291,0.0007136404,0.0003493893,0.0004502791,0.0004059726,0.0002515861],"domain_scores_gemma":[0.9952984,0.0009550016,0.00274641,0.0002986264,0.0002637025,0.0004378434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001527208,0.00008226218,0.9982864,0.0000444445,0.00005084131,0.0001386355,0.0002325807,0.000007056393,0.00009398409,0.00002342965,0.00006219859,0.0008254821],"study_design_scores_gemma":[0.00002934534,0.000421787,0.9973635,0.00005151132,0.00005745834,0.001000959,0.0006701916,0.0000778822,0.00003226593,0.00007563548,0.000211256,0.000008193214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984996,0.0007932718,0.00009443114,0.0000472519,0.000007675028,0.0000327902,0.0002219588,0.00000100585,0.000302048],"genre_scores_gemma":[0.9994355,0.000178013,0.0000718191,0.00003543375,0.00001914841,0.0000239618,0.0001575013,0.000001054638,0.00007743193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00348914,"threshold_uncertainty_score":0.008972168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275919664087179,"score_gpt":0.3686659521441798,"score_spread":0.2410739857354619,"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."}}