{"id":"W4388562521","doi":"10.1080/24740527.2023.2255070","title":"Adherence to Clinical Guidelines for Fibromyalgia: Help or Hindrance?","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Pain","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fibromyalgia; Medicine; Psychology; Physical therapy","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008059511,0.0003783594,0.001405076,0.0007639002,0.0001461611,0.0001011558,0.0007360771,0.001124234,0.0007368341],"category_scores_gemma":[0.1022128,0.0002892025,0.0006909714,0.0005438199,0.0001673697,0.0000705096,0.00003536648,0.001733195,0.0002083525],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007933284,"about_ca_system_score_gemma":0.04142257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003606705,"about_ca_topic_score_gemma":0.0069476,"domain_scores_codex":[0.9952567,0.0003194289,0.001877271,0.0004483884,0.001079277,0.001018951],"domain_scores_gemma":[0.9866177,0.005006566,0.0005235615,0.0005375192,0.004156511,0.00315815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004038896,0.00001603466,0.0001649483,0.003847322,0.0002686472,0.001673605,0.00007906195,0.000004509505,0.00001088399,0.000003689779,0.9871546,0.006372799],"study_design_scores_gemma":[0.002109271,0.008219074,0.0001309949,0.01206065,0.0001634623,0.00009146292,0.000210498,0.00007332252,0.000009700419,0.00007287597,0.9765458,0.0003129465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006589161,0.002010331,0.001131648,0.009407782,0.9850013,0.001051181,0.0006603292,0.00002824854,0.00005027343],"genre_scores_gemma":[0.0003937255,0.0006550464,0.01025241,0.0001503884,0.9422227,0.00007526475,0.0003141695,0.0002876477,0.04564868],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09415328,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1683744484508113,"score_gpt":0.4507996455002516,"score_spread":0.2824251970494404,"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."}}