{"id":"W2122410816","doi":"10.1088/1005-0841/17/2/006","title":"New Vaccine Against Tuberculosis: Current Developments and Future Challenges","year":2009,"lang":"en","type":"article","venue":"Science Foundation in China","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Tuberculosis; Tuberculosis vaccines; Current (fluid); Virology; Medicine; Intensive care medicine; Mycobacterium tuberculosis; Engineering; Pathology; Electrical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0009795676,0.0001172879,0.0002042424,0.0003702777,0.0001496715,0.00003965936,0.0001444317,0.00004092596,0.00005759954],"category_scores_gemma":[0.0003563283,0.00009144404,0.00002198435,0.0006187956,0.00007542037,0.0003791106,0.0000470349,0.0002379903,0.00004366178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001639411,"about_ca_system_score_gemma":0.0004250882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003634224,"about_ca_topic_score_gemma":0.00005737329,"domain_scores_codex":[0.9985315,0.0000442613,0.0002521344,0.0004097076,0.0003643576,0.0003980247],"domain_scores_gemma":[0.9993631,0.00002519922,0.00004670937,0.0001908635,0.00006973193,0.0003043912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004134642,0.00006074807,0.02986225,0.00001917993,0.000003675529,0.000003054615,0.0005859913,0.000002587029,0.0009962348,0.002456534,0.0006200629,0.9653484],"study_design_scores_gemma":[0.0007997725,0.0001312427,0.9532278,0.00007247769,0.000003727525,0.00001807344,0.00009929335,0.000354089,0.0001602439,0.001917108,0.04312268,0.00009350145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.884033,0.004335172,0.0001032585,0.1032445,0.0004703941,0.0003380856,5.356121e-7,0.00004557149,0.007429418],"genre_scores_gemma":[0.976773,0.01984131,0.002169376,0.0007300449,0.0004029528,0.000007904404,0.00001472651,0.000004748758,0.0000559352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9652548,"threshold_uncertainty_score":0.372898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282492876196593,"score_gpt":0.3563457672098039,"score_spread":0.3280964795901447,"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."}}