{"id":"W4410944249","doi":"10.26820/reciamuc/9.(2).abril.2025.35-49","title":"Las enfermedades orales en pacientes con diabetes mellitus tipo II. Una revisión sistemática","year":2025,"lang":"es","type":"article","venue":"RECIAMUC","topic":"Oral and gingival health research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Endocrinology","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003279517,0.0005637663,0.001158028,0.0005996393,0.002475337,0.0001440641,0.0007496267,0.0008584003,0.001691421],"category_scores_gemma":[0.002557689,0.0004683135,0.0003090741,0.001498518,0.0004387218,0.0002518104,0.0009796472,0.002037458,0.002310147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006762009,"about_ca_system_score_gemma":0.001689428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000296546,"about_ca_topic_score_gemma":0.00008135774,"domain_scores_codex":[0.9915909,0.002861902,0.001417938,0.0009675873,0.0008246448,0.002337012],"domain_scores_gemma":[0.992437,0.005019019,0.0003347193,0.0009537885,0.000586244,0.0006692149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003709027,0.001052346,0.4039266,0.06069729,0.00040934,0.00004316135,0.003187122,0.000003308909,0.001661083,0.1739251,0.1199076,0.234816],"study_design_scores_gemma":[0.001095376,0.0005500798,0.06109627,0.02515299,0.0001335843,8.231904e-7,0.001447999,0.0003804645,0.001738955,0.006300453,0.9015474,0.000555617],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7616529,0.1009728,0.00002391212,0.07513131,0.003164592,0.003480781,0.00042463,0.0004295032,0.05471948],"genre_scores_gemma":[0.9021096,0.03209643,0.0002502719,0.002724585,0.001255749,0.000200704,0.00009380728,0.00007502567,0.06119381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7816398,"threshold_uncertainty_score":0.9997768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05758877693119824,"score_gpt":0.4600246124623482,"score_spread":0.4024358355311499,"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."}}