{"id":"W2024578786","doi":"10.1016/j.jhin.2014.11.013","title":"Pilot study to detect airborne Mycobacterium tuberculosis exposure in a South African public healthcare facility outpatient clinic","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Tuberculosis; Health care; Mycobacterium tuberculosis; Infection control; Environmental health; Airborne transmission; Polyclinic; Outpatient clinic; Transmission (telecommunications); Public health; Medical emergency; Emergency medicine; Family medicine; Internal medicine; Surgery; Disease; Nursing; Infectious disease (medical specialty); Pathology; Coronavirus disease 2019 (COVID-19)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007901995,0.0005254103,0.0004383418,0.0007283533,0.002478159,0.001083704,0.0007776446,0.001107747,0.003487729],"category_scores_gemma":[0.003096847,0.0005923305,0.000355381,0.0004572059,0.0007743096,0.0007977065,0.0009119987,0.001136483,0.0006563919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000754323,"about_ca_system_score_gemma":0.001150499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008687436,"about_ca_topic_score_gemma":0.01218209,"domain_scores_codex":[0.9989796,0.0003833671,0.00007695376,0.0001619898,0.0001319559,0.0002660556],"domain_scores_gemma":[0.9973599,0.0007933966,0.0003709654,0.0001175455,0.0004427287,0.0009153479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001243997,0.007749714,0.9513431,0.0001342817,0.00004326833,0.01442912,0.01019823,0.00005243293,0.01005421,0.00006814209,0.0004127428,0.004270824],"study_design_scores_gemma":[0.0002329964,0.01777703,0.9471542,0.0000489144,0.00005382196,0.008017606,0.02471611,0.0004282114,0.0008550652,0.00006442185,0.0006257596,0.00002583014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992896,0.00002196084,0.00006612261,0.00005717869,0.000008201338,0.0001219968,0.00005403506,0.000003717611,0.0003769983],"genre_scores_gemma":[0.9991421,0.00003001244,0.0002285907,0.000173718,0.00001569476,0.00006694053,0.00006362809,0.000001996507,0.0002773772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008687436,"threshold_uncertainty_score":0.01727372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740420291142886,"score_gpt":0.3336829805992541,"score_spread":0.2862787776878252,"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."}}