{"id":"W2911553605","doi":"10.1002/9783527626588.ch13","title":"Epidemiological Studies","year":2009,"lang":"en","type":"other","venue":"","topic":"Antioxidant Activity and Oxidative Stress","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Epidemiology; Observational study; Micronutrient; Folic acid; Medicine; Internal medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01254478,0.0007741082,0.001453016,0.00478847,0.0007247263,0.002449341,0.001595651,0.001987658,0.09844974],"category_scores_gemma":[0.05998043,0.0006277508,0.001458864,0.0076326,0.0005276031,0.001915272,0.002065048,0.001598317,0.02815522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117208,"about_ca_system_score_gemma":0.003587865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004363144,"about_ca_topic_score_gemma":0.005523573,"domain_scores_codex":[0.9874015,0.005903137,0.001937643,0.001661071,0.002689856,0.0004067455],"domain_scores_gemma":[0.9736854,0.01304322,0.002469901,0.004792654,0.005333048,0.0006756479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001683837,0.000176587,0.01996021,0.009561038,0.001112291,0.0002276113,0.0005535623,0.0002207443,0.0001848436,0.03372494,0.6298983,0.3042115],"study_design_scores_gemma":[0.0000780808,0.00008356947,0.0126674,0.004826547,0.0004538455,0.0004266112,0.0003956907,0.00005481624,0.0001091547,0.01050866,0.9703702,0.00002526801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007294226,0.2262569,0.0364643,0.05002544,0.02766881,0.004538882,0.2006422,0.0009365515,0.4461726],"genre_scores_gemma":[0.07677586,0.3520389,0.06941217,0.07343442,0.02320234,0.01074379,0.1595607,0.0007079884,0.2341238],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9015502,"threshold_uncertainty_score":0.3293472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011394213895664,"score_gpt":0.397367502186337,"score_spread":0.2962280807967706,"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."}}