{"id":"W4385971925","doi":"10.21203/rs.3.rs-3128530/v1","title":"Efficacy and safety of ultrasound-guided pulsed radiofrequency therapy of stellate ganglion on refractory painful diabetic peripheral neuropathy","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Pain Management and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Visual analogue scale; McGill Pain Questionnaire; Refractory (planetary science); Quality of life (healthcare); Neuropathic pain; Pulsed radiofrequency; Peripheral neuropathy; Anesthesia; Surgery; Pain relief; Diabetes mellitus; Nursing","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":[0.0003037928,0.0001572351,0.0005005677,0.00009461985,0.00009986392,0.0001148035,0.0001478435,0.0002073717,0.0009103735],"category_scores_gemma":[0.0005431548,0.00004894923,0.0002265879,0.00009805956,0.0001447439,0.0001382236,0.00008972126,0.0002867802,0.0001064442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007117927,"about_ca_system_score_gemma":0.0001093477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001531421,"about_ca_topic_score_gemma":0.0002453262,"domain_scores_codex":[0.999894,0.00004919583,0.00001154647,0.00001202027,0.00001971006,0.00001346185],"domain_scores_gemma":[0.9998111,0.00008654342,0.00003788717,0.00001505857,0.00001403648,0.000035355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1945628,0.01266346,0.03969968,0.002431888,0.001464209,0.001648498,0.0004219541,0.002078823,0.1230481,0.0001678574,0.0008252467,0.6209874],"study_design_scores_gemma":[0.04638454,0.5913147,0.3175398,0.0004286068,0.001839056,0.005055511,0.0003954193,0.005871154,0.02684537,0.0002397906,0.004034266,0.00005186679],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970119,0.002326223,0.0001806102,0.00002522223,0.00001327933,0.00003109639,0.00001676758,0.000005579541,0.0003892221],"genre_scores_gemma":[0.9988181,0.0007226724,0.000154897,0.00004680825,0.00004239566,0.00002644691,0.00003626245,8.495147e-7,0.0001515905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009103735,"threshold_uncertainty_score":0.003045499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08412970173947147,"score_gpt":0.3777161361616665,"score_spread":0.2935864344221951,"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."}}