{"id":"W2093301644","doi":"10.1371/journal.pone.0026199","title":"High Annual Risk of Tuberculosis Infection among Nursing Students in South India: A Cohort Study","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Memorial University of Newfoundland","funders":"Fonds de Recherche du Québec - Santé; Christian Medical College, Vellore; European and Developing Countries Clinical Trials Partnership; Canadian Institutes of Health Research; European Commission","keywords":"Medicine; Tuberculosis; Tuberculin; Cohort; Sputum; Infection control; Cohort study; Population; Incidence (geometry); Family medicine; Internal medicine; Environmental health; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001292502,0.000157334,0.0007519844,0.000432597,0.00004992859,0.000005076067,0.0001146861,0.0001482666,0.0001387024],"category_scores_gemma":[0.00113784,0.000137701,0.00007590528,0.0004152268,0.0001437687,0.0001209405,0.00007302865,0.0005288978,0.00004121868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570669,"about_ca_system_score_gemma":0.00003891277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008380258,"about_ca_topic_score_gemma":0.0005146573,"domain_scores_codex":[0.9975765,0.0005000532,0.0005048103,0.0003541556,0.0006633984,0.0004011306],"domain_scores_gemma":[0.9990022,0.0001110454,0.0001609261,0.0003560836,0.0001791286,0.0001906303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003677536,0.02199321,0.9671274,0.00006390744,0.001338459,0.00002976288,0.008549939,0.0000018003,0.0002233062,0.000004671796,0.0000424653,0.0002573035],"study_design_scores_gemma":[0.001935567,0.00217102,0.9921135,0.000358085,0.0007363587,0.000001650997,0.00104447,0.00003910587,0.001431697,0.00006226616,2.352179e-7,0.0001060352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977511,0.00005182832,0.0000062973,0.00003831913,0.00004068007,0.001482928,0.0000248757,0.00004425682,0.0005597565],"genre_scores_gemma":[0.9992246,0.0001555419,0.0002778312,0.00003753846,0.00007946217,0.0001393164,0.00001545009,0.00002361302,0.00004665793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02498609,"threshold_uncertainty_score":0.998223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04175301166004849,"score_gpt":0.3107811411010726,"score_spread":0.2690281294410241,"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."}}