{"id":"W2031720525","doi":"10.1086/423739","title":"Human Genome Epidemiology","year":2004,"lang":"en","type":"article","venue":"The American Journal of Human Genetics","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Multidisciplinary approach; Genetic epidemiology; Human genetics; Human biology; Public health; Biology; Genetics; Engineering ethics; Medicine; Sociology; Social science; Gene; Engineering; 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":[0.003374314,0.0005756294,0.001125019,0.005873925,0.001083479,0.001204637,0.001134644,0.001570047,0.0828516],"category_scores_gemma":[0.02134908,0.0007216199,0.0007838961,0.007668813,0.0002384432,0.0009113155,0.001738383,0.001914761,0.02176287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053821,"about_ca_system_score_gemma":0.004670009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02338579,"about_ca_topic_score_gemma":0.01575457,"domain_scores_codex":[0.9971045,0.00135811,0.0002349518,0.0005060519,0.0004821245,0.0003142878],"domain_scores_gemma":[0.9911917,0.002177756,0.0008277455,0.001667307,0.003132497,0.001003008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001422055,0.00008096091,0.05801809,0.0005618344,0.0001589584,0.0001205887,0.0001585068,0.0001734273,0.0001588058,0.008332284,0.8401089,0.0919854],"study_design_scores_gemma":[0.0003350558,0.0001488237,0.2188045,0.001933949,0.000269574,0.0009172499,0.0004851122,0.0005965488,0.0003174217,0.009196371,0.7669368,0.00005862322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01682189,0.02082901,0.02442819,0.02742573,0.005710187,0.002594739,0.6600061,0.00167789,0.2405063],"genre_scores_gemma":[0.1457696,0.0418467,0.03447298,0.01645837,0.005827601,0.01163225,0.5582966,0.000966105,0.1847297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0828516,"threshold_uncertainty_score":0.2771662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253269132692704,"score_gpt":0.3123598749738255,"score_spread":0.2898271836468985,"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."}}