{"id":"W2561572681","doi":"10.1093/ofid/ofw172.422","title":"Treatment Outcomes in Low-Level Isoniazid Resistant Tuberculosis","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Isoniazid; Tuberculosis; Pediatrics; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005077687,0.0001149432,0.0002550874,0.0005091119,0.0006260119,0.0005880041,0.000438998,0.0002694686,0.001824121],"category_scores_gemma":[0.002915725,0.00008124321,0.0001841568,0.0007931122,0.0003632192,0.0001895652,0.0002591281,0.0004068755,0.0001446477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245545,"about_ca_system_score_gemma":0.001434621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06742126,"about_ca_topic_score_gemma":0.08254474,"domain_scores_codex":[0.9993549,0.0001497589,0.00004364109,0.0000608702,0.00014903,0.000241847],"domain_scores_gemma":[0.9975871,0.0003339339,0.001306024,0.00005351004,0.0002633405,0.0004561333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002012545,0.00006241217,0.9951396,0.00003899687,0.00001522154,0.0004666699,0.0001131687,0.00004950033,0.0001237275,0.00003424882,0.000273929,0.003481289],"study_design_scores_gemma":[0.00001718116,0.0001372341,0.9978334,0.00003577052,0.00002491611,0.001038513,0.0003084042,0.000161166,0.00007049288,0.00005081568,0.0003186967,0.000003336658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971703,0.00103268,0.00005929034,0.0001919178,0.000007352008,0.00002178679,0.0003767239,0.000003876657,0.001136099],"genre_scores_gemma":[0.9994742,0.0001475651,0.0000183072,0.00003577884,0.000006323826,0.000004649889,0.0002300653,8.165696e-7,0.00008225276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06742126,"threshold_uncertainty_score":0.1340576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275194863151461,"score_gpt":0.3478002908256385,"score_spread":0.3150483421941239,"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."}}