{"id":"W4388819811","doi":"10.29184/anaisscfmc.v22023p38","title":"Desafios da Saúde Pública na prevenção de meningites em Campos dos Goytacazes: um estudo epidemiológico situacional","year":2023,"lang":"pt","type":"article","venue":"Anais da Semana Científica da Faculdade de Medicina de Campos","topic":"Education during COVID-19 pandemic","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada); Cascades (Canada)","funders":"","keywords":"Medicine; Humanities; Gynecology; 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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01043745,0.001506294,0.001878212,0.001746507,0.002936908,0.0008586872,0.00351489,0.001452237,0.00234752],"category_scores_gemma":[0.0120688,0.001568702,0.0008925739,0.006184475,0.001484474,0.0007579377,0.0008498295,0.002384279,0.001555573],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003983626,"about_ca_system_score_gemma":0.004478825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002671972,"about_ca_topic_score_gemma":0.001275155,"domain_scores_codex":[0.983778,0.003049498,0.002388325,0.002725955,0.003316366,0.004741848],"domain_scores_gemma":[0.9881727,0.004870768,0.001395806,0.001914638,0.0006151533,0.003030919],"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":[0.0001965898,0.001047063,0.2588407,0.001184568,0.001072829,0.0007249958,0.2460056,0.001769901,0.007608121,0.005667641,0.4699793,0.005902745],"study_design_scores_gemma":[0.00531771,0.001114281,0.2442291,0.00329416,0.002343456,0.0003960023,0.1789057,0.01781416,0.00143189,0.003436671,0.5368951,0.004821759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362044,0.003195588,0.003126143,0.0483472,0.002233583,0.002990028,0.0005053537,0.001460969,0.001936727],"genre_scores_gemma":[0.9742537,0.001545921,0.0009273186,0.009952822,0.002165584,0.0006449342,0.0006422089,0.0002584847,0.009609013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0670998,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06965472920061484,"score_gpt":0.3753393891361038,"score_spread":0.3056846599354889,"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."}}