{"id":"W4412789148","doi":"10.20873/2025_jul_17677","title":"PROGRAMA DE QUALIFICAÇÃO DAS AÇÕES DE VIGILÂNCIA EM SAÚDE: DIFICULDADES NO CUMPRIMENTO DE METAS DOS MUNICÍPIOS DA REDE TOPAMA","year":2025,"lang":"pt","type":"article","venue":"DESAFIOS Revista Interdisciplinar da Universidade Federal do Tocantins","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"Ministério da Saúde","keywords":"Political science; Humanities; Art","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00494722,0.002009628,0.002694528,0.001399835,0.006512265,0.003524756,0.003315118,0.002275045,0.001858104],"category_scores_gemma":[0.00156529,0.002155714,0.001347991,0.002367665,0.0007915314,0.001022256,0.002760841,0.005391004,0.0007232417],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01092131,"about_ca_system_score_gemma":0.008129159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861556,"about_ca_topic_score_gemma":0.001207539,"domain_scores_codex":[0.9801777,0.007278396,0.003211316,0.002783851,0.001275771,0.005272978],"domain_scores_gemma":[0.9900162,0.001573795,0.001855591,0.00322133,0.001112501,0.002220624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007540718,0.005437911,0.1057747,0.02749313,0.004305894,0.00293467,0.2950045,0.0002386212,0.01405859,0.1267233,0.3558289,0.05465911],"study_design_scores_gemma":[0.009370129,0.003169127,0.03765044,0.03439844,0.002705238,0.0002205385,0.3775007,0.004386209,0.001906331,0.001984476,0.5219952,0.004713082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8950394,0.003810563,0.01701113,0.03020269,0.003522297,0.0107828,0.001239616,0.001351753,0.03703968],"genre_scores_gemma":[0.9489259,0.0005612111,0.004681421,0.002446106,0.0008817728,0.0003096907,0.0004518356,0.0003718539,0.04137025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1661664,"threshold_uncertainty_score":0.9992646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03883107032890213,"score_gpt":0.417550655225321,"score_spread":0.3787195848964188,"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."}}