{"id":"W4404135638","doi":"10.57187/s.3466","title":"Patients with refractory musculoskeletal pain syndromes undergoing a multimodal assessment and therapy programme: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Swiss Medical Weekly","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cross-sectional study; Refractory (planetary science); Physical therapy; Musculoskeletal pain; Pain therapy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001787027,0.0002869886,0.0003771885,0.0001994363,0.0001782801,0.0001837093,0.0001498461,0.0002180952,0.0009787024],"category_scores_gemma":[0.0003600242,0.0001883483,0.000117962,0.0003636142,0.0004099841,0.0001646526,0.00009749691,0.0009582051,0.00002798532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004044866,"about_ca_system_score_gemma":0.001799978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001834127,"about_ca_topic_score_gemma":0.00001605682,"domain_scores_codex":[0.9955836,0.0002978125,0.0004170556,0.0006969105,0.002383953,0.0006206735],"domain_scores_gemma":[0.998234,0.0006295246,0.00004401194,0.0002962349,0.0001460981,0.000650159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002159221,0.002193077,0.9133866,0.001759847,0.0005920509,0.0006922828,0.0002100804,6.075214e-7,0.00002594763,0.00009531878,0.0002517401,0.08057652],"study_design_scores_gemma":[0.006300975,0.01309871,0.9768465,0.0008563483,0.00004011158,0.0001383511,0.0003222712,0.001426268,0.000001941625,0.00007610636,0.0006629741,0.0002294037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950681,0.001322238,0.0002934402,0.001357036,0.0002133278,0.001359574,0.000007325578,0.0002089312,0.0001699784],"genre_scores_gemma":[0.9985648,0.0001120496,0.0004560725,0.00002402694,0.00009551471,0.0001871795,0.00009216904,0.00006105624,0.0004070733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08034711,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566316636611407,"score_gpt":0.3680228470099066,"score_spread":0.3423596806437925,"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."}}