{"id":"W4387319481","doi":"10.29327/jomlas2022.521422","title":"ANÁLISE DE CASOS DE INSUFICIÊNCIA RENAL NO MUNICÍPIO DE MARABÁ NO PERÍODO DE 2017 A MAIO DE 2022.","year":2023,"lang":"pt","type":"article","venue":"","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01426139,0.0006012801,0.0007166162,0.000482651,0.002269384,0.0006608958,0.002441392,0.001225249,0.007879559],"category_scores_gemma":[0.008242348,0.0006527524,0.0003519883,0.002240992,0.0006859342,0.0007210157,0.0007380258,0.001606533,0.007092118],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005310411,"about_ca_system_score_gemma":0.01724469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06581159,"about_ca_topic_score_gemma":0.04078482,"domain_scores_codex":[0.9888963,0.002667819,0.001010114,0.001006098,0.00127677,0.005142864],"domain_scores_gemma":[0.9937655,0.00139076,0.000400242,0.001150055,0.000448405,0.002845065],"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":[0.0001610117,0.0003486343,0.05589541,0.0002820316,0.0001018602,0.0008946919,0.06015048,0.0001326912,0.002084818,0.004044097,0.8715407,0.004363525],"study_design_scores_gemma":[0.001504834,0.0003468165,0.1635501,0.0003276483,0.0001128165,0.00021597,0.01375505,0.05568101,0.00017162,0.002910803,0.7601125,0.001310874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7402349,0.0007647155,0.0009432622,0.02543315,0.00189359,0.001184651,0.0002789045,0.001012352,0.2282545],"genre_scores_gemma":[0.5121219,0.007225159,0.01121332,0.02157906,0.005882556,0.0004583635,0.00008118284,0.0002884791,0.44115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.228113,"threshold_uncertainty_score":0.9995924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06248418643334815,"score_gpt":0.3846544012482995,"score_spread":0.3221702148149514,"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."}}