{"id":"W4399756418","doi":"10.2196/50244","title":"Association of Fine Particulate Matter and Residential Greenness With Risk of Pulmonary Tuberculosis Retreatment: Population-Based Retrospective Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental health; Medicine; Particulates; Retrospective cohort study; Tuberculosis; Population; Pathology; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007931934,0.0003595858,0.0005241768,0.000975355,0.0005640308,0.0006808521,0.0005722915,0.0004946959,0.001070089],"category_scores_gemma":[0.001476889,0.0005486764,0.0007570487,0.001923804,0.0003961263,0.0005554762,0.0005445207,0.000574105,0.0002518292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000500888,"about_ca_system_score_gemma":0.0005377505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009713741,"about_ca_topic_score_gemma":0.009952145,"domain_scores_codex":[0.9992239,0.0001170932,0.0001340625,0.0003002548,0.0001312827,0.00009338711],"domain_scores_gemma":[0.9983501,0.0001441468,0.0008024894,0.0002809006,0.0002131217,0.0002091467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005101634,0.00001376712,0.9992986,0.00001163543,0.00007301394,0.00005118383,0.00003038193,0.00002073795,0.00009155065,0.000007074091,0.00006647829,0.0002845281],"study_design_scores_gemma":[0.000005102132,0.0000503126,0.9992707,0.000005182276,0.00005469898,0.0001951935,0.00006736893,0.0001339644,0.00003307243,0.00001108508,0.0001694411,0.000003773463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977512,0.0004672408,0.0002113224,0.00002938181,0.000008494821,0.00002624296,0.001199112,0.000007479044,0.0002996393],"genre_scores_gemma":[0.9987547,0.0001498046,0.00009696541,0.00003278942,0.00001318663,0.00002110168,0.0008411094,0.000002458927,0.000087763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009713741,"threshold_uncertainty_score":0.01931441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485873508204786,"score_gpt":0.2843535702330718,"score_spread":0.269494835151024,"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."}}