{"id":"W2022780956","doi":"10.1007/s10787-010-0072-2","title":"Drug-resistant tuberculosis: an insurmountable epidemic?","year":2010,"lang":"en","type":"review","venue":"Inflammopharmacology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Cancer Centre; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Tuberculosis; Drug; Medicine; Virology; Immunology; Pharmacology; Pathology","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":[0.001423223,0.001073752,0.003386515,0.002358554,0.0003883416,0.00197309,0.001177217,0.002721855,0.004725466],"category_scores_gemma":[0.002944607,0.0004227386,0.0005736905,0.003334921,0.001247841,0.003127899,0.001146187,0.003494655,0.003005357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000862457,"about_ca_system_score_gemma":0.002626248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121394,"about_ca_topic_score_gemma":0.00402497,"domain_scores_codex":[0.9995359,0.0001069111,0.00007917738,0.00007783976,0.000153321,0.00004691302],"domain_scores_gemma":[0.997942,0.00103511,0.0003362549,0.0000586991,0.0004428385,0.0001850901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009684606,0.00007745203,0.0007008949,0.01163363,0.0001196516,0.0003542889,0.00007350627,0.0001145098,0.0009205813,0.003722623,0.0725114,0.9096746],"study_design_scores_gemma":[0.00005647952,0.00009749828,0.002467114,0.007575103,0.0002766504,0.00258669,0.0002329495,0.000124518,0.0002368767,0.003533893,0.9827799,0.00003249318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000658506,0.9969344,0.00009851091,0.002116216,0.0003719304,0.000001397361,0.00001345911,0.000007442538,0.000390794],"genre_scores_gemma":[0.0004794183,0.9975818,0.0001126711,0.0008777919,0.0006870816,0.000002379299,0.00001697653,0.000001556671,0.0002403581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004725466,"threshold_uncertainty_score":0.01580822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06270166292006255,"score_gpt":0.4288675787165562,"score_spread":0.3661659157964936,"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."}}