{"id":"W1899557119","doi":"10.1155/2015/359301","title":"Multidrug‐Resistant Tuberculosis: Treatment and Outcomes of 93 Patients","year":2015,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; University of Toronto","funders":"","keywords":"Medicine; Tuberculosis; Sputum; Culture conversion; Malaise; Surgery; Multiple drug resistance; Internal medicine; Pediatrics; Antibiotics; 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":[0.0005427024,0.0001593919,0.0004697715,0.0004132345,0.0001057905,0.00001813059,0.0000802788,0.0001115668,0.00008267479],"category_scores_gemma":[0.001043283,0.000111958,0.0001149491,0.0001083451,0.0001342117,0.00008160019,0.00001602327,0.0002255489,0.00002179936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007711936,"about_ca_system_score_gemma":0.001475727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01249031,"about_ca_topic_score_gemma":0.02637267,"domain_scores_codex":[0.9984809,0.0001977466,0.0004234441,0.0001802194,0.0002320939,0.0004855574],"domain_scores_gemma":[0.9965284,0.00007978889,0.0001035885,0.0002224068,0.0003374609,0.002728376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001455522,0.00008709858,0.9807728,0.00001319352,0.0002235566,0.0001470762,0.0002049584,0.000003423651,0.0002413384,0.00005948966,0.009703975,0.008397529],"study_design_scores_gemma":[0.003490489,0.001671994,0.8877167,0.00003934408,0.00006625494,0.00006720168,0.0002572081,0.00002188623,0.0001915054,0.00006481983,0.1063038,0.0001088844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938809,0.001689353,0.000001934967,0.002076916,0.0001374485,0.0002093361,0.00004998186,0.000006906092,0.001947202],"genre_scores_gemma":[0.9969491,0.0001184006,0.000143861,0.00247592,0.0001125463,0.000009042481,0.000006254999,0.00001861522,0.0001662281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09659979,"threshold_uncertainty_score":0.9940856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378945640330361,"score_gpt":0.3254323189362366,"score_spread":0.271642862532933,"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."}}