{"id":"W1999823349","doi":"10.1016/j.molmed.2007.03.004","title":"The prognosis of latent tuberculosis: can disease be predicted?","year":2007,"lang":"en","type":"review","venue":"Trends in Molecular Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Tuberculosis; Disease; Latent tuberculosis; Medicine; Mycobacterium tuberculosis; Immunology; Contagious disease; Population; Intensive care medicine; Environmental health; Internal 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002341102,0.0006838721,0.00326873,0.001348861,0.00008059845,0.000007225537,0.0005638263,0.0004862876,0.0001962138],"category_scores_gemma":[0.002494051,0.0003692046,0.0008401697,0.002054729,0.0009726839,0.00002127475,0.0001900634,0.001398142,0.000004989665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003136017,"about_ca_system_score_gemma":0.0004573416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004179681,"about_ca_topic_score_gemma":0.0001734832,"domain_scores_codex":[0.9941997,0.0007939725,0.001959695,0.0007765872,0.001176222,0.001093802],"domain_scores_gemma":[0.9963335,0.000838272,0.0004526257,0.001267294,0.0001948383,0.0009134692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001475367,0.0002411497,0.001254007,0.007331096,0.0008510185,0.001118221,0.00005999575,0.000001258813,0.00000660356,0.0002905765,0.008133918,0.9805646],"study_design_scores_gemma":[0.001315501,0.0007568163,0.004872863,0.02177248,0.003216663,0.0001238628,0.00002417034,0.00004181543,0.0000070403,0.00004475701,0.9675253,0.0002987314],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001076711,0.9824237,0.00001783005,0.01406315,0.0002241053,0.001130284,0.0001272751,0.00005418363,0.001851859],"genre_scores_gemma":[0.0008150416,0.9954058,0.0000984646,0.0009808523,0.0003197555,0.000441225,0.001261814,0.0001066209,0.0005704063],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9802659,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09028699827894968,"score_gpt":0.4229802605196867,"score_spread":0.332693262240737,"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."}}