{"id":"W7134699863","doi":"","title":"Evaluation of latent tuberculosis infection surveillance in Peel region, Ontario, 2010â2014","year":2017,"lang":"en","type":"article","venue":"PubMed Central","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Latent tuberculosis; Tuberculosis; Antibody; Epidemiologic Surveillance; Pulmonary tuberculosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008497661,0.0003669084,0.0002937784,0.001534977,0.001146697,0.0008844665,0.001214583,0.0003130205,0.00124008],"category_scores_gemma":[0.004446032,0.0003224079,0.0003860097,0.002534987,0.0003895556,0.0005310703,0.001018416,0.0003243057,0.0002647596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0244781,"about_ca_system_score_gemma":0.04949012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907694,"about_ca_topic_score_gemma":0.9961588,"domain_scores_codex":[0.998928,0.00008371042,0.00008701743,0.00009681968,0.0005620167,0.000242375],"domain_scores_gemma":[0.9963832,0.0001832353,0.0005971136,0.00008463018,0.00217208,0.0005797721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004610399,0.00006140455,0.9666846,0.0005550612,0.0001122714,0.0001818614,0.001852586,0.0004262735,0.001044154,0.000107044,0.007012861,0.02150081],"study_design_scores_gemma":[0.00001206953,0.00003764368,0.9968293,0.00003335159,0.00002616172,0.00002749174,0.0006989581,0.0001572247,0.0001340103,0.000004874881,0.002035197,0.000003714702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370032,0.002087385,0.0003979455,0.001050891,0.00004380702,0.000468271,0.04781959,0.00008166842,0.01104731],"genre_scores_gemma":[0.976856,0.001349539,0.0006614233,0.0001708836,0.00001986485,0.0001610204,0.01370795,0.00001467152,0.007058681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0244781,"threshold_uncertainty_score":0.1776019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07687677478694535,"score_gpt":0.332600116491688,"score_spread":0.2557233417047426,"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."}}