{"id":"W4399362509","doi":"10.51161/epidemion2024/35407","title":"PERFIL EPIDEMIOLÓGICO DE ÓBITOS POR COVID-19 NO MUNICÍPIO DE ARARAS/SP: 2020 A 2022","year":2024,"lang":"pt","type":"article","venue":"","topic":"Healthcare Regulation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Computer science","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":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01195186,0.0007441132,0.001106901,0.0004784085,0.001720496,0.0001243454,0.000747186,0.001876759,0.03273771],"category_scores_gemma":[0.009564806,0.0007063103,0.000466799,0.001468841,0.0001766767,0.0004854131,0.0005027748,0.004062857,0.01586541],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006746083,"about_ca_system_score_gemma":0.02302696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596635,"about_ca_topic_score_gemma":0.00500114,"domain_scores_codex":[0.9838396,0.008610137,0.002410973,0.001440254,0.0008235374,0.002875509],"domain_scores_gemma":[0.9856266,0.008598099,0.0004466169,0.001548462,0.0002816925,0.003498495],"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":[0.0002243118,0.0001798283,0.04539074,0.01073677,0.0001730534,0.0004430565,0.02403609,0.000321366,0.0004041939,0.01906545,0.8894619,0.009563291],"study_design_scores_gemma":[0.001010934,0.000294764,0.0228449,0.001804241,0.000159956,0.0001427431,0.006651181,0.2153717,0.00002173626,0.004259548,0.7466286,0.0008097615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1079075,0.03204191,0.05508631,0.7444257,0.01289513,0.007952842,0.0009939804,0.003263558,0.0354331],"genre_scores_gemma":[0.6338034,0.007019917,0.006146671,0.1079673,0.007580908,0.0008419455,0.0005085429,0.0004310365,0.2357003],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6364584,"threshold_uncertainty_score":0.9995791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294655048338084,"score_gpt":0.4969259499637776,"score_spread":0.3674604451299692,"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."}}