{"id":"W3181663202","doi":"10.1007/s11926-021-01024-8","title":"Re-Examining Myofascial Pain Syndrome: Toward Biomarker Development and Mechanism-Based Diagnostic Criteria","year":2021,"lang":"en","type":"review","venue":"Current Rheumatology Reports","topic":"Myofascial pain diagnosis and treatment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia; University of Toronto; University Health Network; Toronto Rehabilitation Institute; Canadian Memorial Chiropractic College","funders":"","keywords":"Medicine; Palpation; Myofascial pain syndrome; Biomarker; Chronic pain; Disease; Gold standard (test); Physical examination; Physical therapy; Physical medicine and rehabilitation; Intensive care medicine; Pathology; Internal medicine; Radiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001522775,0.0008677444,0.002230586,0.0002052515,0.0002207474,0.0001007219,0.000212188,0.0007471623,0.0001264531],"category_scores_gemma":[0.002362528,0.0007771348,0.0004055408,0.0002075916,0.0001525427,0.000005026418,0.0004089962,0.0002699722,0.00001459404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008687565,"about_ca_system_score_gemma":0.001175694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000912385,"about_ca_topic_score_gemma":0.0000210341,"domain_scores_codex":[0.9950279,0.0009165606,0.001534363,0.001602746,0.0002865187,0.0006318929],"domain_scores_gemma":[0.9973201,0.0005238365,0.0009217027,0.0008206961,0.000128081,0.0002855574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006219124,0.0004385983,0.00407209,0.01079692,0.0007780998,0.002795577,0.00007003357,2.798623e-7,0.000003375046,0.000036356,0.009099891,0.9719025],"study_design_scores_gemma":[0.0002602488,0.0001433054,0.0001801273,0.01289447,0.0004953382,0.002345405,0.00003349643,0.000003180134,0.0000954679,0.00002564774,0.982665,0.0008583299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006547072,0.989152,0.0008678226,0.00003731815,0.002360186,0.0009290516,0.00003532325,0.00004462888,0.00002657044],"genre_scores_gemma":[0.01489007,0.9792242,0.0006814054,0.00004856732,0.00007089347,0.001026006,0.003936583,0.0001030221,0.00001924956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9735651,"threshold_uncertainty_score":0.999468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06680770744387507,"score_gpt":0.3424009361298891,"score_spread":0.275593228686014,"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."}}