{"id":"W2114313721","doi":"10.1097/01.ede.0000249540.17855.b7","title":"The Emergence of Networks in Human Genome Epidemiology","year":2006,"lang":"en","type":"article","venue":"Epidemiology","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Institutes of Health","keywords":"Scope (computer science); Genetic epidemiology; Population; Data science; Computer science; Medicine; Environmental health","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":[0.03320158,0.001369682,0.002921168,0.007865982,0.0038722,0.009267812,0.003802982,0.006208666,0.004882958],"category_scores_gemma":[0.1118824,0.001812257,0.001795888,0.008054876,0.01744571,0.01941808,0.00912387,0.008808893,0.0006471163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006321576,"about_ca_system_score_gemma":0.003987317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006662494,"about_ca_topic_score_gemma":0.004646045,"domain_scores_codex":[0.9690406,0.02267431,0.0008674405,0.004447473,0.002379791,0.0005904418],"domain_scores_gemma":[0.7670931,0.2007829,0.01254556,0.01124533,0.00488482,0.003448356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003643355,0.00002067978,0.004300444,0.0004734312,0.0001332615,0.0002315037,0.001542644,0.007606483,0.0001223006,0.9522284,0.003919831,0.02938475],"study_design_scores_gemma":[0.00001428202,0.0000148305,0.001239139,0.0002809034,0.00002703871,0.0001644942,0.00022075,0.01233131,0.00005195001,0.969937,0.01568633,0.00003188304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0233082,0.04610698,0.8235671,0.06714874,0.002453538,0.0005319308,0.001498053,0.0006589644,0.03472654],"genre_scores_gemma":[0.5199796,0.04163373,0.4050575,0.01434797,0.007788669,0.002138598,0.001690291,0.0003346257,0.007029136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03320158,"threshold_uncertainty_score":0.1755889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599468954593718,"score_gpt":0.3145002147585066,"score_spread":0.2885055252125694,"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."}}