{"id":"W4405736214","doi":"10.21142/tl.2024.3318","title":"Prevalencia de neuropatía diabética periférica dolorosa y asintomática en sujetos con Diabetes Mellitus Tipo 2 del Hospital María Auxiliadora 2015-2020","year":2024,"lang":"es","type":"dissertation","venue":"Universidad Científica del Sur","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007944724,0.001573107,0.001633657,0.0009036406,0.0005516387,0.0003504009,0.0009681714,0.001181222,0.001460781],"category_scores_gemma":[0.000898594,0.00155891,0.000991535,0.0012694,0.0002657388,0.0004036718,0.0003160044,0.001496545,0.002278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136925,"about_ca_system_score_gemma":0.001238921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002459574,"about_ca_topic_score_gemma":0.00003220333,"domain_scores_codex":[0.9924408,0.0007229499,0.001024025,0.00228684,0.001527572,0.001997857],"domain_scores_gemma":[0.9954031,0.0008052832,0.0005375532,0.001275881,0.0007301499,0.001248093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009672125,0.03240453,0.2548673,0.03920825,0.02800552,0.05827374,0.1251023,0.0009622061,0.1458344,0.03829108,0.139089,0.1282896],"study_design_scores_gemma":[0.02404458,0.01819456,0.4267586,0.01799252,0.04310716,0.0002838741,0.05249452,0.1273166,0.03394011,0.001591554,0.2423466,0.01192934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773289,0.0099116,0.0001303805,0.001034437,0.002479652,0.002205248,0.0008897574,0.0004835501,0.00553646],"genre_scores_gemma":[0.970555,0.005672394,0.0007053808,0.0002607215,0.0006162719,0.00008889827,0.002598406,0.0003287497,0.01917418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1718913,"threshold_uncertainty_score":0.9997017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006031927848413213,"score_gpt":0.2413165850892351,"score_spread":0.2352846572408218,"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."}}