{"id":"W4413279322","doi":"10.3390/vaccines13080872","title":"Protective Efficacy of Subunit Vaccine Expressing Rv0976c Against Tuberculosis","year":2025,"lang":"en","type":"article","venue":"Vaccines","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"National Key Research and Development Program of China; Xinjiang Production and Construction Corps; National Natural Science Foundation of China","keywords":"Tuberculosis; Virology; Protein subunit; Mycobacterium tuberculosis; Medicine; Biology; Genetics; Gene; 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":[],"consensus_categories":[],"category_scores_codex":[0.00046645,0.0002212192,0.0007103074,0.000500544,0.0001076783,0.00001208655,0.0001810393,0.0001678959,0.000151117],"category_scores_gemma":[0.002759909,0.0001688574,0.0002080308,0.0007892779,0.00003643474,0.00009646228,0.0001434875,0.0003477253,0.00003112218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007531305,"about_ca_system_score_gemma":0.0001505415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002966801,"about_ca_topic_score_gemma":0.00004708979,"domain_scores_codex":[0.9982257,0.0001937604,0.000537239,0.000396005,0.0001887331,0.000458602],"domain_scores_gemma":[0.9982512,0.0005933272,0.0001107404,0.0005445104,0.0003417022,0.0001584991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005558255,0.001486629,0.413874,0.001572456,0.00157546,0.00007459463,0.0005498754,0.0001970353,0.3778272,0.001028155,0.05451358,0.1417428],"study_design_scores_gemma":[0.005408934,0.0004517252,0.886485,0.0008829741,0.0002144204,0.00002201588,0.0002281803,0.0009859371,0.09486426,0.0006648172,0.009557356,0.0002343219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811479,0.001741402,0.0004527952,0.008806679,0.0001357935,0.0008871397,0.000008530023,0.0001095213,0.006710182],"genre_scores_gemma":[0.9970987,0.000327565,0.0005685295,0.001013083,0.0001727258,0.00008616279,0.00002920817,0.00002380775,0.0006802386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.472611,"threshold_uncertainty_score":0.6885804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332265444089724,"score_gpt":0.3359109220545157,"score_spread":0.3125882676136184,"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."}}