{"id":"W7074165860","doi":"","title":"Incidence and determinants of tuberculosis among healthcare workers in Free State, South Africa : a historical prospective cohort study and evaluation of infection control","year":2016,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Tuberculosis; Poisson regression; Incidence (geometry); Prospective cohort study; Health care; Public health; Cohort study; Cohort","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002201549,0.00005132662,0.0003597862,0.00005810964,0.00003263352,0.000009210687,0.00006719014,0.00005554918,0.00005488278],"category_scores_gemma":[0.000009693936,0.0001214457,0.0000445158,0.0001177671,0.0002209067,0.00008171165,0.00006536747,0.00008049617,4.104322e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001040793,"about_ca_system_score_gemma":0.00008534559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2582936,"about_ca_topic_score_gemma":0.1112494,"domain_scores_codex":[0.9991108,0.0001344172,0.0001356662,0.0002519366,0.0002707919,0.00009642154],"domain_scores_gemma":[0.9993139,0.00004805496,0.0002720672,0.0001144913,0.0002026954,0.00004878248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001519292,0.0001593769,0.9036095,0.00005898045,0.00007646958,0.000001605554,0.0003869135,0.000003548951,6.850267e-7,0.000005852049,0.0002739594,0.09540792],"study_design_scores_gemma":[0.001585688,0.0001229073,0.9883676,0.0004233049,0.0001366639,3.455669e-7,0.0004908666,0.000169613,1.032191e-7,0.008596051,0.000003099942,0.000103735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962995,0.0001349977,0.0003329607,0.000006481652,0.00003804273,0.0008122133,0.0002961899,0.000007446907,0.002072183],"genre_scores_gemma":[0.9986412,0.00000813656,0.00002183762,5.301931e-7,0.00001721797,0.000004920739,0.00000340784,0.00001962755,0.001283121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1470442,"threshold_uncertainty_score":0.904968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005857594725940838,"score_gpt":0.2011566670753365,"score_spread":0.1952990723493956,"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."}}