{"id":"W4214594253","doi":"10.4103/lungindia.lungindia_653_21","title":"V-shaped recovery of tuberculosis notification trend amid COVID-19: Is it enough?","year":2022,"lang":"en","type":"letter","venue":"Lung India","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculosis; Incidence (geometry); Pandemic; Coronavirus disease 2019 (COVID-19); Public health; Coinfection; Quarter (Canadian coin); Demography; Pediatrics; Environmental health; Family medicine; Human immunodeficiency virus (HIV); Disease; Internal medicine; Infectious disease (medical specialty); Geography; Nursing; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001009583,0.0004612016,0.001296064,0.0008865857,0.0001959988,0.00002295581,0.0004867952,0.001195027,0.02382842],"category_scores_gemma":[0.002428333,0.0004344793,0.0005977603,0.0006371022,0.0002244484,0.00009231974,0.0002067068,0.002999851,0.0002332361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065466,"about_ca_system_score_gemma":0.0008300676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187135,"about_ca_topic_score_gemma":0.00005360207,"domain_scores_codex":[0.9954268,0.0007459371,0.001017101,0.0009652568,0.0009539003,0.0008909703],"domain_scores_gemma":[0.9961839,0.00154922,0.000511932,0.0012349,0.0001040855,0.0004159865],"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":[0.0003313528,0.0001098333,0.004458575,0.001546355,0.0007977132,0.0003841109,0.0008100492,0.000005950623,0.0006629656,0.00001767059,0.9901572,0.0007181916],"study_design_scores_gemma":[0.0008404566,0.000557863,0.004764336,0.00009816436,0.0004664447,0.0001280973,0.0001067256,0.0002806779,0.0001107542,0.00008740067,0.992198,0.0003610907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003601967,0.001332746,0.00006456123,0.9829859,0.0006597937,0.001014349,0.001581431,0.00009399768,0.008665314],"genre_scores_gemma":[0.006068523,0.002283796,0.0002568205,0.9611171,0.002244547,0.0003765821,0.01127802,0.0001207402,0.01625386],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02359518,"threshold_uncertainty_score":0.9998107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0501872920327643,"score_gpt":0.3552644378236653,"score_spread":0.305077145790901,"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."}}