{"id":"W2103389535","doi":"10.3899/jrheum.140095","title":"Biologics and Tuberculosis Risk: The Rise and Fall of an Old Disease and Its New Resurgence","year":2014,"lang":"en","type":"article","venue":"Journal of Rheumatology Supplement","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculosis; Portrait; Incidence (geometry); Leprosy; Disease; Demography; Art history; History; Dermatology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002143685,0.000141298,0.0005980182,0.0001375826,0.00009983408,0.000009653631,0.0001183722,0.00009121959,0.00007080226],"category_scores_gemma":[0.002454428,0.00007939825,0.00006777815,0.00007119973,0.0002826515,0.00008734243,0.0001201796,0.0003298427,0.000001122921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001514857,"about_ca_system_score_gemma":0.00008863962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005300324,"about_ca_topic_score_gemma":0.0001740383,"domain_scores_codex":[0.9980134,0.0006479742,0.0006564574,0.0002000172,0.0001834039,0.0002986917],"domain_scores_gemma":[0.9978188,0.0008265055,0.0003862302,0.0002059538,0.0001379619,0.0006245854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006228156,0.00008207516,0.9831367,0.00009925655,0.0002202669,0.00001689648,0.0002461686,0.00000567808,0.0003122153,0.001554855,0.007747089,0.00595596],"study_design_scores_gemma":[0.003169778,0.002202665,0.9649482,0.0001607648,0.0003634298,0.001819771,0.0003793923,0.003072458,0.0002902422,0.003312855,0.02013781,0.0001426183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621041,0.008376556,0.0001000585,0.02910368,0.00007446032,0.000196099,0.00003026114,0.000004256335,0.0000104932],"genre_scores_gemma":[0.9677163,0.03090512,0.00100924,0.0002973888,0.00003388035,0.000003586297,0.000004561165,0.000007793542,0.00002213713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02880629,"threshold_uncertainty_score":0.3237767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220191374358812,"score_gpt":0.3151209837774752,"score_spread":0.293101846341594,"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."}}