{"id":"W4407084927","doi":"10.37811/cl_rcm.v8i6.15799","title":"Efecto de un Taller Educativo en las Creencias y Conocimientos sobre el riesgo de Presentar Diabetes","year":2025,"lang":"es","type":"article","venue":"Ciencia Latina Revista Científica Multidisciplinar","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005188883,0.001125053,0.001630499,0.0007091944,0.005902403,0.0002655228,0.001545366,0.0008940722,0.0005603706],"category_scores_gemma":[0.008204325,0.001053973,0.0005663813,0.002478313,0.001019673,0.000411609,0.00212057,0.002270299,0.0006000359],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002168767,"about_ca_system_score_gemma":0.005783754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003932941,"about_ca_topic_score_gemma":0.0001806911,"domain_scores_codex":[0.9875925,0.003297087,0.002265003,0.001875661,0.0009280522,0.004041693],"domain_scores_gemma":[0.9901478,0.004914369,0.001053664,0.001657698,0.000797504,0.001428941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001658807,0.001330485,0.8919535,0.007079156,0.0002527666,0.00003297802,0.04835781,0.00008553369,0.001984652,0.01806311,0.02456519,0.006128933],"study_design_scores_gemma":[0.002220299,0.0003480882,0.8166905,0.003440694,0.0004189095,0.000002526979,0.02531842,0.00451804,0.0005880042,0.0007240431,0.1446627,0.00106775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947097,0.004026806,0.0007373839,0.01321467,0.001519848,0.004234004,0.0004425024,0.0003323684,0.02839543],"genre_scores_gemma":[0.984051,0.001372636,0.002323808,0.002488884,0.001359784,0.0009487786,0.0001060088,0.0001278868,0.00722125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200975,"threshold_uncertainty_score":0.9998525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009551302846097,"score_gpt":0.3929058656067423,"score_spread":0.3728103525782814,"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."}}