{"id":"W2125894151","doi":"10.1371/journal.pone.0010408","title":"Tuberculosis Infection among Young Nursing Trainees in South India","year":2010,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; McGill University Health Centre; McGill University","funders":"Canadian Institutes of Health Research; European Commission","keywords":"Medicine; Tuberculin; Tuberculosis; Psychological intervention; Infection control; Latent tuberculosis; Epidemiology; Health care; Family medicine; Young adult; Cohort; Logistic regression; Environmental health; Nursing; Internal medicine; Mycobacterium tuberculosis; Intensive care medicine; 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":[0.0005277439,0.000131461,0.0003823226,0.0003674252,0.00006236095,0.00001493029,0.0000588759,0.0002277524,0.0002790192],"category_scores_gemma":[0.00198425,0.0001183537,0.00007521994,0.0003351349,0.0001685169,0.0001177288,0.00001955535,0.0008938096,0.00008602488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009938888,"about_ca_system_score_gemma":0.0000620073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007072164,"about_ca_topic_score_gemma":0.0007856766,"domain_scores_codex":[0.9986014,0.0001001762,0.0002785688,0.0002743063,0.0002825179,0.0004630823],"domain_scores_gemma":[0.9992129,0.0001227054,0.00004791388,0.0002559886,0.00006720857,0.0002932466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006502881,0.00105521,0.9152367,0.00008036698,0.0001132721,0.00001889219,0.001742798,0.00000129161,0.08031897,0.00007766623,0.0001830707,0.001106744],"study_design_scores_gemma":[0.0008027707,0.0001821714,0.9907132,0.0002726203,0.0000951654,0.00001645461,0.0001277383,0.0008735955,0.006583222,0.0001990258,0.00001923352,0.000114757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910992,0.00006459932,0.00001541495,0.001848571,0.00008027356,0.000387931,0.00000493344,0.0000893532,0.006409753],"genre_scores_gemma":[0.9982181,0.00008520584,0.0008018804,0.0002801799,0.0003399221,0.00006237519,0.00003480295,0.00002406135,0.000153519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07547656,"threshold_uncertainty_score":0.4826322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03880078211180613,"score_gpt":0.298410187819221,"score_spread":0.2596094057074148,"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."}}