{"id":"W2943310922","doi":"10.1371/journal.pone.0216271","title":"The problem with defining foreign birth as a risk factor in tuberculosis epidemiology studies","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Epidemiology; Tuberculosis; Risk factor; Medicine; Extensively drug-resistant tuberculosis; Bioinformatics; Mycobacterium tuberculosis; Biology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.6695462,0.002501819,0.008045934,0.01034947,0.006670893,0.01018966,0.01002823,0.005888721,0.00278095],"category_scores_gemma":[0.7531593,0.002645336,0.005166915,0.01438772,0.02249833,0.008872084,0.01007372,0.01169545,0.001455421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004866468,"about_ca_system_score_gemma":0.009580022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152856,"about_ca_topic_score_gemma":0.01383508,"domain_scores_codex":[0.1983296,0.6720313,0.06815118,0.02451236,0.03510787,0.001867673],"domain_scores_gemma":[0.1082351,0.7842401,0.03416874,0.04772995,0.02249509,0.003131091],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003804198,0.0007900702,0.5238921,0.01901995,0.01188722,0.001747487,0.023041,0.003907401,0.001398764,0.07744905,0.06727456,0.265788],"study_design_scores_gemma":[0.00230573,0.00433155,0.3986431,0.0513675,0.005790268,0.008705013,0.02350097,0.02992258,0.004355075,0.2839558,0.1855605,0.001561984],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.1149429,0.1093558,0.5066642,0.1739404,0.03737811,0.01419933,0.007624834,0.001482157,0.03441238],"genre_scores_gemma":[0.4803057,0.01338982,0.373395,0.08302183,0.02117543,0.02229134,0.001676569,0.0006588344,0.004085402],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3304538,"threshold_uncertainty_score":0.4075084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0900922193707395,"score_gpt":0.3358022226437581,"score_spread":0.2457100032730186,"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."}}