{"id":"W1972779294","doi":"10.3201/eid1209.051663","title":"Nosocomial Tuberculosis in India","year":2006,"lang":"en","type":"review","venue":"Emerging infectious diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Tuberculosis; Transmission (telecommunications); Medicine; Psychological intervention; Infection control; Environmental health; Developing country; Intensive care medicine; Health care; Economic growth; Computer science; Pathology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002975138,0.0006059567,0.00285173,0.001203436,0.0001150252,0.00003420982,0.0001858773,0.0004966275,0.0004034691],"category_scores_gemma":[0.001066588,0.0004990387,0.001183485,0.001002555,0.00013478,0.00008372444,0.0001422499,0.0009958093,0.0004325382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006285111,"about_ca_system_score_gemma":0.0006047931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009040294,"about_ca_topic_score_gemma":0.0001016851,"domain_scores_codex":[0.9964358,0.0005607953,0.0009986936,0.0007373768,0.0003527404,0.0009145457],"domain_scores_gemma":[0.9981104,0.0005970423,0.0002311641,0.0005652972,0.00006519884,0.000430903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002864327,0.0008653441,0.07692529,0.02018954,0.0006242457,0.0005458855,0.00001569128,0.00001004945,2.599782e-7,0.0001515782,0.04924232,0.8514012],"study_design_scores_gemma":[0.0007449665,0.0001493211,0.02325477,0.005974884,0.001292947,0.0001777508,0.000003406964,0.00001137904,1.297314e-7,0.00007638856,0.967879,0.0004350738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004031991,0.9868101,0.000004043677,0.0001296874,0.000387229,0.001233269,0.000123905,0.000250914,0.01065761],"genre_scores_gemma":[0.0008645394,0.9957727,0.00001407073,0.0003044441,0.001093595,0.000601439,0.0009150062,0.0001147186,0.0003194706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9186367,"threshold_uncertainty_score":0.9997461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643782422680384,"score_gpt":0.3716315376429631,"score_spread":0.3451937134161593,"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."}}