{"id":"W2036925343","doi":"10.5588/ijtld.13.0050","title":"Methodological and reporting quality of systematic reviews on tuberculosis","year":2013,"lang":"en","type":"article","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European and Developing Countries Clinical Trials Partnership; Canadian Institutes of Health Research","keywords":"Medicine; Systematic review; Protocol (science); MEDLINE; Tuberculosis; Quality (philosophy); Family medicine; Quality assessment; Medical physics; Alternative medicine; Pathology; External quality assessment","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6141769,0.003693081,0.01648651,0.04751883,0.004138608,0.01136828,0.007239156,0.007003062,0.005995156],"category_scores_gemma":[0.8646101,0.005108184,0.02080452,0.04019358,0.008282166,0.008768414,0.009252584,0.005414609,0.001010827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02215877,"about_ca_system_score_gemma":0.0495122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041297,"about_ca_topic_score_gemma":0.01172259,"domain_scores_codex":[0.1087362,0.4488297,0.3695301,0.01198773,0.0589329,0.001983641],"domain_scores_gemma":[0.07258023,0.6376618,0.1694596,0.02638059,0.09196961,0.001948201],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007456465,0.00005258197,0.0148687,0.8771117,0.02804593,0.0001896316,0.004114462,0.001023205,0.0005304162,0.004324017,0.01078078,0.05821286],"study_design_scores_gemma":[0.001838638,0.0005196375,0.02866292,0.841911,0.06458788,0.0007418675,0.002041226,0.002652619,0.001734635,0.01267473,0.04221185,0.0004231627],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01276649,0.8315215,0.06674775,0.01679329,0.006776551,0.0449223,0.01437525,0.0006054918,0.005491512],"genre_scores_gemma":[0.2367032,0.3073127,0.2085627,0.007394054,0.003090237,0.2267243,0.00876313,0.0004098754,0.001039848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3858231,"threshold_uncertainty_score":0.4757886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.315620184313267,"score_gpt":0.485721124813538,"score_spread":0.170100940500271,"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."}}