{"id":"W2059975365","doi":"10.1186/1471-2474-10-3","title":"Research priorities for non-pharmacological therapies for common musculoskeletal problems: nationally and internationally agreed recommendations","year":2009,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Versus Arthritis; National Institute for Health and Care Research; Stichting Kinderen Kankervrij; Chartered Society of Physiotherapy Charitable Trust","keywords":"Medicine; Sports medicine; Rheumatology; Epidemiology; Alternative medicine; MEDLINE; Public health; Physical therapy; Orthopedic surgery; Rehabilitation; Family medicine; Intensive care medicine; Internal medicine; Pathology; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00195534,0.0003705097,0.0004849308,0.00053811,0.0006239375,0.0001031214,0.0002424991,0.0002555192,0.000112082],"category_scores_gemma":[0.0009873612,0.0003139989,0.0006643147,0.0004062931,0.0004659712,0.0003517946,0.00006384671,0.0003994858,0.000010351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001625912,"about_ca_system_score_gemma":0.0002619084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003102543,"about_ca_topic_score_gemma":0.00030379,"domain_scores_codex":[0.9969869,0.0002773551,0.0006925697,0.0007228894,0.0006762836,0.0006440459],"domain_scores_gemma":[0.9962772,0.002271648,0.0001572893,0.0002777472,0.0007779617,0.0002381159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004239217,0.006562225,0.04655122,0.01776538,0.001838295,0.000002246628,0.005661301,0.0003459393,0.06675801,0.1884732,0.0305192,0.6312838],"study_design_scores_gemma":[0.01109909,0.008457744,0.8582038,0.0005370291,0.0002638329,0.000007293598,0.003040495,0.009932577,0.00007643738,0.07467767,0.03280011,0.000903971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357002,0.0008098476,0.0201964,0.03024357,0.000403335,0.008567282,0.0001025769,0.0002122533,0.003764486],"genre_scores_gemma":[0.9734796,0.0004210047,0.02158218,0.0005300855,0.000387172,0.001542448,0.0006642715,0.00005250283,0.001340734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8116525,"threshold_uncertainty_score":0.9999312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03778257685697801,"score_gpt":0.389033321350557,"score_spread":0.351250744493579,"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."}}