{"id":"W2000886495","doi":"10.1097/ede.0b013e3182944dd5","title":"Investigations of Gene–Disease Associations","year":2013,"lang":"en","type":"article","venue":"Epidemiology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Disease; Genotype; Genetic association; Population; Sample size determination; Gene–environment interaction; Sample (material); Environmental health; Biology; Genetics; Statistics; Gene; Medicine; Single-nucleotide polymorphism; Mathematics; 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":[0.04706694,0.0007949334,0.001553919,0.003262291,0.001023903,0.001872856,0.001425151,0.001226079,0.005785206],"category_scores_gemma":[0.1264352,0.0004823589,0.001513954,0.005040084,0.002057604,0.002505068,0.002916454,0.001693863,0.0005805815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003255261,"about_ca_system_score_gemma":0.0009086061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454125,"about_ca_topic_score_gemma":0.001455942,"domain_scores_codex":[0.9603793,0.03001373,0.002241144,0.004322419,0.002603228,0.0004401383],"domain_scores_gemma":[0.8172683,0.1529056,0.01172887,0.01478892,0.002323162,0.0009852439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001025113,0.0006250018,0.8505942,0.001663351,0.007448664,0.001189463,0.002331862,0.002837641,0.01248164,0.01824137,0.001635202,0.09992651],"study_design_scores_gemma":[0.000184185,0.001678419,0.8961049,0.0002813209,0.001461546,0.002430587,0.0009896345,0.004966493,0.004874405,0.07175683,0.01518852,0.00008316211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.692894,0.01086719,0.2703233,0.003940902,0.0004219071,0.0007989433,0.005967323,0.0002768284,0.01450956],"genre_scores_gemma":[0.9561475,0.001753545,0.03811927,0.0008062628,0.0002068097,0.0005527685,0.001365528,0.00004803365,0.001000342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04706694,"threshold_uncertainty_score":0.2489167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06297084745873358,"score_gpt":0.3142045623531242,"score_spread":0.2512337148943906,"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."}}