{"id":"W2990736071","doi":"10.1007/s00484-019-01806-x","title":"Short-wave diathermy in the clinical management of musculoskeletal disorders: a pilot observational study","year":2019,"lang":"en","type":"article","venue":"International Journal of Biometeorology","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Visual analogue scale; Quality of life (healthcare); Diathermy; Osteoarthritis; Observational study; Population; Physical medicine and rehabilitation; Internal medicine; Surgery; Alternative medicine","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":[0.001305015,0.0003314075,0.0007382499,0.0004011212,0.0006831579,0.00049729,0.0003160432,0.0007711654,0.001617962],"category_scores_gemma":[0.002154431,0.0003807124,0.0006785613,0.0005542664,0.0003220206,0.0004537937,0.0003347838,0.0008132124,0.0003390396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002915985,"about_ca_system_score_gemma":0.0006602684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073077,"about_ca_topic_score_gemma":0.002852591,"domain_scores_codex":[0.9992478,0.0003499875,0.00007012599,0.0001124076,0.00009873894,0.0001209816],"domain_scores_gemma":[0.9985641,0.0003459479,0.0004461486,0.00009120173,0.0001619321,0.0003907467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01131768,0.0245369,0.9430438,0.0004654106,0.0004993384,0.001162429,0.002915647,0.00009375215,0.002406874,0.00006156407,0.0004762726,0.01302036],"study_design_scores_gemma":[0.001537146,0.04636711,0.9477152,0.0000704597,0.0002716592,0.0006623784,0.001917775,0.0002608903,0.0001678796,0.00004801265,0.0009548884,0.00002667169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992622,0.0002283256,0.00006262633,0.00002123319,0.000006933389,0.0001429463,0.00007152363,0.000001271252,0.0002030351],"genre_scores_gemma":[0.9988554,0.0002393427,0.0002032777,0.00009766486,0.00003118768,0.0002544944,0.0001122852,0.000001326711,0.0002050366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002073077,"threshold_uncertainty_score":0.006901681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1352970143554992,"score_gpt":0.4315773469484055,"score_spread":0.2962803325929063,"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."}}