{"id":"W4399371255","doi":"10.51161/epidemion2024/36334","title":"ANÁLISE DO PERFIL EPIDEMIOLÓGICO DE PNEUMOCONIOSE RELACIONADA AO TRABALHO ENTRE 2014 A 2018 EM SÃO PAULO","year":2024,"lang":"pt","type":"article","venue":"","topic":"Occupational Health and Safety in Workplaces","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Computer science; 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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005489124,0.0009229282,0.001162158,0.0004733718,0.002119098,0.0001529499,0.0006684852,0.001548606,0.05821499],"category_scores_gemma":[0.001048868,0.0007823682,0.0005496768,0.0009411633,0.000140573,0.000621796,0.0002990886,0.002799502,0.02348268],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147565,"about_ca_system_score_gemma":0.005872439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009935729,"about_ca_topic_score_gemma":0.006810417,"domain_scores_codex":[0.988757,0.003255598,0.002642821,0.001523557,0.001005738,0.002815331],"domain_scores_gemma":[0.9879901,0.008222635,0.0004613005,0.001069627,0.0002901066,0.001966231],"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":[0.0006251944,0.0003405893,0.026257,0.004285451,0.0001605213,0.000196726,0.02796698,0.0001200968,0.00001350012,0.01581499,0.9121475,0.01207141],"study_design_scores_gemma":[0.00367765,0.00113369,0.08446904,0.01008851,0.0005241258,0.0001967866,0.09298959,0.0403662,0.00002235181,0.02733154,0.7365028,0.002697704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4803096,0.1418837,0.004324232,0.2250247,0.0425964,0.01081876,0.005137475,0.002968013,0.08693712],"genre_scores_gemma":[0.814096,0.01048497,0.001035615,0.01027104,0.003147783,0.0003508105,0.0003897988,0.0001857387,0.1600382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3337864,"threshold_uncertainty_score":0.9997634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03901737218010905,"score_gpt":0.3929303565158007,"score_spread":0.3539129843356916,"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."}}