{"id":"W2952521164","doi":"10.1097/ede.0000000000001051","title":"Bayesian Methods for Exposure Misclassification Adjustment in a Mediation Analysis","year":2019,"lang":"en","type":"article","venue":"Epidemiology","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Ascaris; Medicine; Hemoglobin; Cohort; Ascaris lumbricoides; Cohort study; Malnutrition; Mediation; Internal medicine; Immunology; Helminths","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2480286,0.005188199,0.0083444,0.005583321,0.003217541,0.003804745,0.01207042,0.005484927,0.02273444],"category_scores_gemma":[0.3576038,0.003342788,0.01282573,0.005682223,0.003705312,0.004359961,0.007407486,0.01205149,0.002434751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00278797,"about_ca_system_score_gemma":0.007408664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01926749,"about_ca_topic_score_gemma":0.01007597,"domain_scores_codex":[0.6940552,0.2761852,0.006421378,0.0151351,0.00586985,0.002333296],"domain_scores_gemma":[0.6023706,0.3606189,0.008626679,0.02198598,0.005351834,0.001046053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01097163,0.001823802,0.08732473,0.007253278,0.0686199,0.002677935,0.005184524,0.1084513,0.001487289,0.2381529,0.02846098,0.4395918],"study_design_scores_gemma":[0.002734675,0.002079396,0.01377711,0.001738686,0.01095814,0.0008181816,0.001045433,0.588999,0.001225685,0.3443306,0.03187355,0.0004195262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01062869,0.003016925,0.9767514,0.001489609,0.0007942662,0.00290506,0.002002034,0.001147415,0.001264591],"genre_scores_gemma":[0.2111197,0.001684573,0.758184,0.001525892,0.0008476624,0.01875895,0.002657476,0.0005618485,0.004659845],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2480286,"threshold_uncertainty_score":0.9273146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04813587664322513,"score_gpt":0.4239249378900884,"score_spread":0.3757890612468633,"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."}}