{"id":"W4312602900","doi":"10.14393/hygeia516946","title":"INFLUENZA MORTALITY AMONG WAGE EARNERS AND THEIR FAMILIES: A PRELIMINARY STATEMENT OF RESULTS","year":2009,"lang":"en","type":"article","venue":"Hygeia - Revista Brasileira de Geografia Médica e da Saúde","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Influenza pandemic; Demography; Wage; Pandemic; Statement (logic); Medicine; Pneumonia; Geography; Coronavirus disease 2019 (COVID-19); Political science; Law; Sociology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003913667,0.0007315097,0.0004591864,0.001603568,0.0008726706,0.001049303,0.0004118512,0.0008609864,0.00456443],"category_scores_gemma":[0.007697966,0.0003379561,0.0009482097,0.001593665,0.0004576319,0.001016123,0.0009127963,0.0006694044,0.001127601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006424271,"about_ca_system_score_gemma":0.001085391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02162437,"about_ca_topic_score_gemma":0.01651597,"domain_scores_codex":[0.9974606,0.001291602,0.000284291,0.000174679,0.0004054698,0.000383339],"domain_scores_gemma":[0.9978383,0.001229305,0.0002182503,0.0001288993,0.000312857,0.0002724383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003232277,0.0007370125,0.9669891,0.0004046484,0.0001646936,0.0007658304,0.001332074,0.0007056512,0.0006903127,0.0003357436,0.005027571,0.01961513],"study_design_scores_gemma":[0.00009982504,0.003302572,0.9843481,0.0001408919,0.0002051301,0.0003575639,0.00365156,0.0003661962,0.0006762715,0.0001934509,0.006629879,0.00002847606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370558,0.004318729,0.002385536,0.003078719,0.0001941052,0.001561424,0.02609055,0.0000616566,0.02525327],"genre_scores_gemma":[0.9742035,0.003031403,0.00143926,0.001513689,0.0003710667,0.002092004,0.009278221,0.00002577055,0.008045134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02162437,"threshold_uncertainty_score":0.042997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06152439371198837,"score_gpt":0.3619522455444498,"score_spread":0.3004278518324614,"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."}}