{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001724691,0.0002918654,0.0007890143,0.0002499897,0.0001436019,0.00005747107,0.0002245107,0.0001151553,0.0008835981],"category_scores_gemma":[0.001114807,0.000161385,0.0002715582,0.0002360621,0.000134621,0.0002772007,0.0002387218,0.00009274321,0.0005505556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007596223,"about_ca_system_score_gemma":0.0002762825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003678614,"about_ca_topic_score_gemma":0.004718085,"domain_scores_codex":[0.9977782,0.0002059429,0.0004456583,0.0005333783,0.0002307356,0.0008060595],"domain_scores_gemma":[0.9982068,0.0005188931,0.00007799246,0.0006049157,0.00007919899,0.0005122084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006761766,0.001548936,0.9678563,0.00002914048,0.000272164,0.0001415605,0.0000205804,0.000001876669,0.0006155411,0.001054806,0.004754544,0.02302832],"study_design_scores_gemma":[0.006197715,0.00172862,0.980482,0.0001856045,0.0001035482,0.00004030553,0.00005779505,0.00001697404,0.0003144003,0.002012599,0.008617776,0.0002426238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425098,0.0003522632,0.0000324322,0.03542223,0.0001480149,0.001473953,0.0004049062,0.0001099674,0.01954649],"genre_scores_gemma":[0.9930187,0.0007445563,0.0000472402,0.00187114,0.0000472171,0.0005577719,0.000039019,0.00003912858,0.003635258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05050893,"threshold_uncertainty_score":0.9674779,"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."}}