{"id":"W2162624164","doi":"10.1086/502145","title":"Relative Versus Absolute Noncontagiousness of Respiratory Tuberculosis on Treatment","year":2003,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Sputum; Medicine; Tuberculosis; Respiratory system; Internal medicine; Sputum culture; Pyrazinamide; Pulmonary tuberculosis; Isoniazid; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141595,0.0002677713,0.001200873,0.0002149842,0.0001126101,0.000002819686,0.00003439759,0.000331031,0.00007716912],"category_scores_gemma":[0.007589327,0.0001897765,0.0003031904,0.0001399953,0.0003515873,0.00008748667,0.00001313631,0.0003084803,0.00005490904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002289001,"about_ca_system_score_gemma":0.00009991919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001226573,"about_ca_topic_score_gemma":0.0001656904,"domain_scores_codex":[0.9970521,0.001190075,0.0006849472,0.0004749653,0.00009561653,0.0005023513],"domain_scores_gemma":[0.99452,0.004476637,0.0002452673,0.0003010124,0.0001598778,0.0002971964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003908799,0.0008687173,0.8953045,0.00006105215,0.00179782,0.00003580477,0.0001789075,0.0001907506,0.0007639904,0.06789663,0.002227799,0.02676523],"study_design_scores_gemma":[0.01395098,0.02568989,0.9014688,0.00004938594,0.0003206139,0.00003795694,0.0000366677,0.0004205696,0.0002982964,0.002715852,0.05475169,0.000259267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775171,0.002104365,0.0007966527,0.006272457,0.000722457,0.0007145554,0.00002256143,0.00006116674,0.01178866],"genre_scores_gemma":[0.9958509,0.001422835,0.0001468046,0.002117958,0.0001651901,0.0001371405,0.00000972979,0.00001907999,0.0001303845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06518078,"threshold_uncertainty_score":0.9085681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04597148602103563,"score_gpt":0.3527160984602051,"score_spread":0.3067446124391695,"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."}}