{"id":"W2112138356","doi":"10.1183/09031936.00061808","title":"GenoType MTBDR assays for the diagnosis of multidrug-resistant tuberculosis: a meta-analysis","year":2008,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":345,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; McGill University; McGill University Health Centre","funders":"World Health Organization","keywords":"Medicine; Genotype; Multiple drug resistance; Tuberculosis; Meta-analysis; Virology; Pathology; Microbiology; Genetics; Drug resistance; Gene; Biology","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":[0.01980472,0.003543948,0.01645504,0.005005406,0.0006238688,0.00383246,0.002250289,0.002653524,0.003283818],"category_scores_gemma":[0.03231716,0.001752099,0.06374928,0.006463049,0.0006643438,0.002005619,0.001477185,0.00289639,0.0004841083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894566,"about_ca_system_score_gemma":0.001608916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007885685,"about_ca_topic_score_gemma":0.0107825,"domain_scores_codex":[0.9847643,0.008970622,0.002538883,0.001894695,0.001268925,0.0005626543],"domain_scores_gemma":[0.9668966,0.02600893,0.003042811,0.001615489,0.002037789,0.0003984306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00495851,0.00002525427,0.009182671,0.04815396,0.9311467,0.000125038,0.00003702775,0.000853551,0.0001789332,0.00007508957,0.0004092378,0.004853942],"study_design_scores_gemma":[0.0004786866,0.0001447547,0.00461875,0.002445076,0.9913333,0.00004896983,0.00001714693,0.0003661746,0.0000631717,0.0001001525,0.0003687022,0.00001505016],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02002384,0.9765231,0.001459916,0.0002984176,0.0003079221,0.0001600974,0.0007386329,0.00007091947,0.0004171386],"genre_scores_gemma":[0.614931,0.3759127,0.003829772,0.001190101,0.0007790001,0.0007937708,0.001670554,0.0001257015,0.0007673662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01980472,"threshold_uncertainty_score":0.1047386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2784660513837601,"score_gpt":0.4209001801452273,"score_spread":0.1424341287614673,"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."}}