{"id":"W3127975971","doi":"10.26443/mjm.v6i2.686","title":"Isoniazid, The Frontline of Resistance in Mycobacterium tuberculosis","year":2002,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Tuberculosis; Medicine; Mycobacterium tuberculosis; Scrutiny; Disease; Public health; Isoniazid; Drug resistance; Population; Organism; Virology; Intensive care medicine; Environmental health; Microbiology; Biology; Genetics; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006184339,0.0001673664,0.0001990468,0.0005804001,0.0003026082,0.0006813467,0.0002700007,0.0004904166,0.001524748],"category_scores_gemma":[0.001737029,0.00007649932,0.0000864116,0.0005490679,0.0003825245,0.0004609155,0.0003358334,0.0005600346,0.0006449816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000481059,"about_ca_system_score_gemma":0.0006202189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702863,"about_ca_topic_score_gemma":0.003706925,"domain_scores_codex":[0.9996846,0.00009199289,0.00002578006,0.00004131429,0.0001196584,0.00003672295],"domain_scores_gemma":[0.9996024,0.00006881962,0.000123898,0.00002821842,0.00007961577,0.00009708066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006390715,0.0002553446,0.09306961,0.001207945,0.00003455562,0.002046701,0.0003525026,0.0003512704,0.01637301,0.005804234,0.0356815,0.8441842],"study_design_scores_gemma":[0.0002440617,0.00200768,0.5012393,0.001576403,0.0002088453,0.02374407,0.001195805,0.001150849,0.01108366,0.01792751,0.4395743,0.0000475545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3351668,0.5414439,0.008726245,0.06177122,0.003045709,0.0001680777,0.001396216,0.0002631576,0.04801856],"genre_scores_gemma":[0.81527,0.1585261,0.003860505,0.00720477,0.003119099,0.00003163263,0.0006808077,0.00002382876,0.01128317],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001702863,"threshold_uncertainty_score":0.005100787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04609250288281534,"score_gpt":0.3198171517004239,"score_spread":0.2737246488176085,"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."}}