{"id":"W7120595723","doi":"","title":"Randomized, blinded, placebo-controlled clinical study using ILIB-laser for the treatment of pain and sensory changes associated with diabetic neuropathy","year":2023,"lang":"pt","type":"dissertation","venue":"Arca - Repositório Institucional da Fiocruz","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical study; Diabetic neuropathy; Diabetes mellitus; Sensory system; Peripheral neuropathy","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":[0.004950813,0.001097528,0.004015697,0.0005241279,0.0008133386,0.0001010062,0.000221412,0.0005137575,0.00002940917],"category_scores_gemma":[0.003665412,0.0006455095,0.0008959976,0.0005335255,0.0003862092,0.00007639239,0.00005158162,0.0004534884,0.000007186017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002810369,"about_ca_system_score_gemma":0.0008382077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003918918,"about_ca_topic_score_gemma":0.001637554,"domain_scores_codex":[0.9918315,0.003067325,0.001969243,0.001330034,0.001082608,0.0007192987],"domain_scores_gemma":[0.9804845,0.0159294,0.0018481,0.0007815972,0.0006375298,0.0003188874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9032415,0.01593555,0.01897002,0.0005700935,0.035657,0.001978098,0.01017446,0.0005397417,0.0003924882,0.0003844969,0.00004071086,0.01211588],"study_design_scores_gemma":[0.878415,0.02576211,0.01021498,0.00221444,0.02945672,0.00005557739,0.006197318,0.04633079,0.0003276287,0.0001161098,0.00009295139,0.0008163747],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762284,0.002085888,0.000203429,0.0002317295,0.001473896,0.01932495,0.0002884949,0.00008836187,0.00007481452],"genre_scores_gemma":[0.9877884,0.001339601,0.0002170467,0.0001833644,0.0003717155,0.002700695,0.001056828,0.0001947401,0.006147556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04579104,"threshold_uncertainty_score":0.9995996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0776968387341605,"score_gpt":0.3497273496305481,"score_spread":0.2720305108963876,"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."}}