{"id":"W4309755075","doi":"10.1590/1414-462x202230030154","title":"Prevalência de uso de medicamentos em população rural brasileira","year":2022,"lang":"pt","type":"article","venue":"Cadernos Saúde Coletiva","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"Fundação de Amparo à Pesquisa e Inovação do Espírito Santo; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Medicine; Humanities; Gynecology","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":[],"category_scores_codex":[0.006072883,0.0005509608,0.0007511955,0.0003110998,0.003574707,0.0003113892,0.002488359,0.0005787754,0.01579563],"category_scores_gemma":[0.002715331,0.0006724983,0.000340849,0.001627205,0.0005976501,0.0003771106,0.001060765,0.002271503,0.0004393742],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006280764,"about_ca_system_score_gemma":0.006783426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003624317,"about_ca_topic_score_gemma":0.0006996391,"domain_scores_codex":[0.9879932,0.004215042,0.0011042,0.0009008348,0.00278324,0.003003482],"domain_scores_gemma":[0.9956442,0.00076969,0.0006547938,0.0008016682,0.0001704518,0.001959166],"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":[0.0001880779,0.000855968,0.1998197,0.000453744,0.0002181634,0.0003533952,0.1847214,0.000148552,0.0006873073,0.009515181,0.5742545,0.02878394],"study_design_scores_gemma":[0.001565595,0.0004681086,0.1494521,0.0002153065,0.000135408,0.0001071538,0.08976956,0.001052765,0.00009547346,0.001056844,0.7550458,0.001035916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8943147,0.003052145,0.0004108834,0.06237638,0.004970613,0.002849937,0.00052493,0.0005707627,0.03092966],"genre_scores_gemma":[0.9490938,0.0002026342,0.0001382553,0.01437316,0.001864755,0.000663533,0.00004455681,0.00009733863,0.03352199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1807913,"threshold_uncertainty_score":0.9995726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04753974692590828,"score_gpt":0.3658970087194775,"score_spread":0.3183572617935692,"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."}}