{"id":"W4221095734","doi":"10.1080/24745332.2022.2039498","title":"Chapter 6: Tuberculosis preventive treatment in adults","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Tuberculosis; Medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006142274,0.0001452868,0.0005432724,0.0006571619,0.0001636551,0.0000055578,0.00009031247,0.00006569923,0.001241298],"category_scores_gemma":[0.001385924,0.0001084602,0.0001091663,0.000183458,0.0005281181,0.00006324858,0.00002020517,0.0005070246,0.000002695592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005538047,"about_ca_system_score_gemma":0.0005689832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005707757,"about_ca_topic_score_gemma":0.01345175,"domain_scores_codex":[0.9982958,0.0002834098,0.000495203,0.0002032084,0.0002856689,0.0004367209],"domain_scores_gemma":[0.9978014,0.00030846,0.00005163593,0.0001522797,0.0002682715,0.001417956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002157876,0.0002235457,0.5622372,0.0006015316,0.0004125497,0.02193757,0.01372337,0.00002564293,0.0004242495,0.00885183,0.006263004,0.3831416],"study_design_scores_gemma":[0.01796597,0.07337198,0.2922722,0.001376139,0.0008569185,0.004015421,0.05285012,0.0001274399,0.0002686013,0.001049151,0.5552295,0.0006166174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124103,0.05790958,0.000008281309,0.0252883,0.0003048655,0.0002827522,0.00003750407,0.00000432535,0.003754063],"genre_scores_gemma":[0.9941202,0.0002022615,0.00004454077,0.00523707,0.0003288496,0.00002129955,0.000006270636,0.00001430661,0.00002517321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5489665,"threshold_uncertainty_score":0.9996717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03230790307532478,"score_gpt":0.3333465440208083,"score_spread":0.3010386409454835,"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."}}