{"id":"W1969772525","doi":"10.1371/journal.pmed.0040208","title":"Serial Testing for Tuberculosis: Can We Make Sense of T Cell Assay Conversions and Reversions?","year":2007,"lang":"en","type":"letter","venue":"PLoS Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Tuberculosis; Medicine; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01241621,0.001057088,0.002093712,0.001169481,0.001988411,0.003575906,0.003139785,0.05080079,0.003016397],"category_scores_gemma":[0.1083506,0.0008664668,0.001485505,0.00104477,0.005229705,0.006942773,0.001324561,0.03914139,0.003703889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003176953,"about_ca_system_score_gemma":0.002088792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003128579,"about_ca_topic_score_gemma":0.004977135,"domain_scores_codex":[0.9863768,0.004772748,0.002998812,0.001490019,0.00358328,0.0007783465],"domain_scores_gemma":[0.9205875,0.05937353,0.003775544,0.001926734,0.01127595,0.003060647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003442852,0.0001684882,0.006962175,0.0002692021,0.000071362,0.006217699,0.0005100939,0.0002546541,0.0008856423,0.00455574,0.907741,0.0720197],"study_design_scores_gemma":[0.0007576538,0.001055249,0.009289528,0.001210299,0.0002420647,0.02543211,0.002368774,0.002999819,0.002553009,0.04463671,0.9091228,0.0003319589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006025506,0.001582446,0.0003871703,0.9849184,0.01175122,0.00001006271,0.00002642935,0.00002722543,0.0006945376],"genre_scores_gemma":[0.006221666,0.002212309,0.001056581,0.9448819,0.04381286,0.00003526464,0.00002247439,0.00002502837,0.001731896],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05080079,"threshold_uncertainty_score":0.06566399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07307611717358878,"score_gpt":0.3232923125685573,"score_spread":0.2502161953949685,"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."}}