{"id":"W4410139335","doi":"10.51891/rease.v11i5.18950","title":"EPIDEMIOLOGIA DAS INTERNAÇÕES POR PNEUMONIA NA REGIÃO SUDESTE DO BRASIL: TENDÊNCIAS ENTRE 2013 A 2023","year":2025,"lang":"pt","type":"article","venue":"Revista Ibero-Americana de Humanidades, Ciências e Educação","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Excellence in Mining Innovation","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00195915,0.0002890936,0.0004132377,0.004226337,0.0006015928,0.00111239,0.0003680635,0.0004652464,0.001418827],"category_scores_gemma":[0.007130977,0.0003506537,0.0006380563,0.00491716,0.0004849073,0.0006009933,0.0008054306,0.0005047471,0.0001542192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001767781,"about_ca_system_score_gemma":0.003368184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.138032,"about_ca_topic_score_gemma":0.1683015,"domain_scores_codex":[0.9985244,0.0003275484,0.0002826515,0.0002290611,0.0004099383,0.000226375],"domain_scores_gemma":[0.9935852,0.001087238,0.003075484,0.0002454973,0.001489992,0.0005165243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007620095,0.00001893132,0.978829,0.000415779,0.0000820132,0.000153032,0.001427293,0.0001072594,0.0004210619,0.0002444249,0.00069011,0.01753491],"study_design_scores_gemma":[0.000002350997,0.0000373224,0.9958413,0.0003379931,0.00004535112,0.0002864216,0.00125763,0.0001286492,0.00009244978,0.00006695364,0.001895618,0.000007849265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586374,0.01922635,0.001181725,0.002394405,0.00008846409,0.0002347547,0.01098383,0.00007053961,0.007182652],"genre_scores_gemma":[0.9879377,0.008073919,0.001158207,0.0002280026,0.00003952619,0.0001417846,0.001780017,0.000008718331,0.0006319132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.138032,"threshold_uncertainty_score":0.274457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.068281748183082,"score_gpt":0.4126487041562607,"score_spread":0.3443669559731787,"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."}}