{"id":"W1989641331","doi":"10.1164/rccm.2506008","title":"Polyclonal Tuberculosis and the Emergence of Drug Resistance","year":2005,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Tuberculosis; Drug resistance; Drug; Polyclonal antibodies; Virology; Pharmacology; Immunology; Microbiology; Pathology; Antibody","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00299641,0.0004453973,0.00101703,0.0007767651,0.001714132,0.002073836,0.0009908038,0.02634598,0.003118831],"category_scores_gemma":[0.01891056,0.0004827391,0.0006229037,0.0005938677,0.001966426,0.002676022,0.0006779684,0.01557134,0.001133636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760596,"about_ca_system_score_gemma":0.001008817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00192454,"about_ca_topic_score_gemma":0.003668387,"domain_scores_codex":[0.9974878,0.001171285,0.0002994523,0.0002381068,0.0004611333,0.0003423094],"domain_scores_gemma":[0.9908941,0.005834104,0.000963159,0.000409668,0.0008461403,0.001052813],"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":[0.0008101479,0.0004389518,0.08262917,0.0003368127,0.000192883,0.1544144,0.001553837,0.0004610274,0.002208086,0.02524307,0.6478506,0.08386095],"study_design_scores_gemma":[0.001380671,0.001132189,0.07929876,0.001578965,0.0004180283,0.272471,0.004212003,0.006267558,0.001819757,0.05866981,0.5725414,0.0002099298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02304091,0.006741503,0.0005138734,0.9476919,0.00797599,0.00001894743,0.0000431285,0.00005906486,0.01391475],"genre_scores_gemma":[0.2231292,0.004598058,0.0006792129,0.6824036,0.08266242,0.000026914,0.00004073892,0.0000325046,0.006427348],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02634598,"threshold_uncertainty_score":0.01584673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977948934657796,"score_gpt":0.3380179929611064,"score_spread":0.3182385036145284,"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."}}