{"id":"W2528336950","doi":"10.1183/13993003.00893-2016","title":"Progression to tuberculosis disease increases with multiple exposures","year":2016,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Nunavik Regional Board of Health and Social Services; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University Health Centre; Faculty of Medicine, McGill University; McGill University","keywords":"Tuberculosis; Disease; Medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004247785,0.0001512388,0.0001287774,0.0001408151,0.0004127618,0.00004316814,0.0001570045,0.00003310683,0.0004947294],"category_scores_gemma":[0.0008416848,0.00008071963,0.00006297741,0.00009060129,0.0001221357,0.0001196282,0.00006367281,0.0001626049,0.001756217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003904905,"about_ca_system_score_gemma":0.00008355387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002859878,"about_ca_topic_score_gemma":0.000004980612,"domain_scores_codex":[0.9985779,0.0006232729,0.000238961,0.0001991562,0.00006217544,0.0002985568],"domain_scores_gemma":[0.9990952,0.0002519231,0.00009814653,0.0002346653,0.0001347347,0.0001853102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000677728,0.0003436281,0.7792294,0.000005813617,0.000110293,0.0005981422,0.00007150902,0.00001765394,0.1527353,0.0001064346,0.02311057,0.04299351],"study_design_scores_gemma":[0.002071514,0.0008304321,0.7876777,0.0003581127,0.00005713372,0.0003321963,0.00003320068,1.467861e-7,0.01694489,0.00001359203,0.1914405,0.0002405337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937156,0.0009812673,0.002368125,0.0002183462,0.0003117539,0.0001380675,0.00003299421,0.0000688883,0.00216496],"genre_scores_gemma":[0.9984845,0.00002634209,0.0002220314,0.0007845321,0.0001980578,0.000008495466,0.000002442647,0.00002837977,0.0002452552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.16833,"threshold_uncertainty_score":0.9990211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404021786293668,"score_gpt":0.2578724709414121,"score_spread":0.2438322530784754,"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."}}