{"id":"W3098420994","doi":"10.7416/ai.2020.2388","title":"Screening program for latent tuberculosis infection in asylum seekers - a single center experience in Pavia, Italy.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Tuberculosis; Latent tuberculosis; Medicine; Tuberculin; Isoniazid; Refugee; Active tuberculosis; Incidence (geometry); Public health; Tuberculosis diagnosis; Immigration; Family medicine; Pediatrics; Mycobacterium tuberculosis; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009981532,0.0004899748,0.0003007528,0.0009847183,0.001167628,0.0005140885,0.0006286989,0.0005294517,0.002206902],"category_scores_gemma":[0.001760492,0.0004143236,0.0002496463,0.0005004983,0.0008559231,0.0003687002,0.0009036125,0.0004703327,0.0003792415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008459472,"about_ca_system_score_gemma":0.002075581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006424939,"about_ca_topic_score_gemma":0.00863683,"domain_scores_codex":[0.9994124,0.0002091035,0.00003057526,0.00008390378,0.00005012906,0.0002137609],"domain_scores_gemma":[0.9986387,0.0001854456,0.0002657128,0.00007114501,0.00008301774,0.0007559821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004113516,0.002923943,0.9550956,0.0002113579,0.00003068243,0.007293079,0.006661238,0.0001223621,0.002064255,0.0000759031,0.001206423,0.02390373],"study_design_scores_gemma":[0.0001819958,0.004576108,0.9770343,0.0001166927,0.00005655783,0.007403002,0.00770956,0.0003873273,0.0005569372,0.00004744712,0.001893205,0.00003677313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990676,0.0002332073,0.00008101967,0.0001031847,0.000009047673,0.00009837875,0.0000421931,0.0000113947,0.0003539557],"genre_scores_gemma":[0.9985346,0.0003360711,0.0004025817,0.000148351,0.0000287321,0.00009781541,0.0001021943,0.000005829598,0.0003439397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006424939,"threshold_uncertainty_score":0.01277506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07332065088358322,"score_gpt":0.3404243228611838,"score_spread":0.2671036719776007,"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."}}