{"id":"W4280654358","doi":"10.1371/journal.pone.0267781","title":"Impact and benefit-cost ratio of a program for the management of latent tuberculosis infection among refugees in a region of Canada","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Latent tuberculosis; Medicine; Refugee; Tuberculosis; Incidence (geometry); Population; Extensively drug-resistant tuberculosis; Family medicine; Environmental health; Pediatrics; Demography; Emergency medicine; Mycobacterium tuberculosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001432294,0.0004687783,0.0003407906,0.0007279429,0.000624556,0.0008087654,0.0007833533,0.0005601307,0.002320642],"category_scores_gemma":[0.0049199,0.0001684368,0.0007706464,0.0007584341,0.0004437334,0.0002263981,0.0008512257,0.0005452377,0.00009194407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01881758,"about_ca_system_score_gemma":0.03234196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7729208,"about_ca_topic_score_gemma":0.7953839,"domain_scores_codex":[0.9984471,0.0004816812,0.00008203231,0.00009692537,0.0004698352,0.0004225383],"domain_scores_gemma":[0.9973872,0.000436876,0.0003974965,0.00006688417,0.0003979163,0.001313644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04562506,0.01226133,0.5433003,0.001676478,0.002146673,0.001298522,0.0006150518,0.02276097,0.002813285,0.001557483,0.007864795,0.3580801],"study_design_scores_gemma":[0.004445507,0.01718032,0.9605699,0.000590431,0.001168346,0.0004761166,0.001024791,0.01073111,0.0006936526,0.0001962042,0.002871686,0.00005201343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930901,0.001127759,0.0001549349,0.000974811,0.00002415543,0.0007251109,0.001217163,0.00002152621,0.002664543],"genre_scores_gemma":[0.9978104,0.0005182069,0.000559857,0.0001481456,0.00001136491,0.0001325106,0.0004346449,0.000002257935,0.0003824935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2270792,"threshold_uncertainty_score":0.456833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04594104391537374,"score_gpt":0.3145081338556246,"score_spread":0.2685670899402509,"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."}}