{"id":"W2948492785","doi":"10.1002/14651858.cd009593.pub4","title":"Xpert MTB/RIF and Xpert MTB/RIF Ultra for pulmonary tuberculosis and rifampicin resistance in adults","year":2019,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":280,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"National Center for Advancing Translational Sciences; Wellcome Trust","keywords":"Medicine; Tuberculosis; Rifampicin; Mycobacterium tuberculosis; Internal medicine; Drug resistance; Multi-drug-resistant tuberculosis; Tuberculosis diagnosis; MEDLINE; 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":[0.005523654,0.001411812,0.008121555,0.0117371,0.0005839123,0.002623273,0.002082789,0.002718952,0.007131875],"category_scores_gemma":[0.02587416,0.0008345573,0.005061926,0.01029717,0.0008596923,0.002657957,0.001374941,0.001169963,0.000648157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002998436,"about_ca_system_score_gemma":0.008703544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005564742,"about_ca_topic_score_gemma":0.01018694,"domain_scores_codex":[0.9942105,0.001547562,0.002549646,0.0004740932,0.001063047,0.000155202],"domain_scores_gemma":[0.9821908,0.01303775,0.003284403,0.0002264628,0.001091854,0.0001687199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001228064,0.00001053829,0.0002820411,0.9554074,0.001989526,0.00006620047,0.00007851415,0.00003960183,0.000127614,0.0002334592,0.002324442,0.0393177],"study_design_scores_gemma":[0.0002872144,0.00019033,0.002791757,0.9295641,0.02839329,0.0005362648,0.0001798503,0.00007262305,0.0002795611,0.000472757,0.03719991,0.00003240123],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004202318,0.9980096,0.00008710656,0.0002266221,0.00009567085,0.0003134675,0.0003319564,0.00001031411,0.0005049812],"genre_scores_gemma":[0.005492924,0.9919186,0.0005711875,0.0006546281,0.00008168625,0.0007685348,0.0002405522,0.000005740967,0.0002661546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0117371,"threshold_uncertainty_score":0.02921224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1190591518574463,"score_gpt":0.4138021426972534,"score_spread":0.2947429908398071,"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."}}