{"id":"W4297925068","doi":"10.1093/aje/kwr181","title":"Abstracts of the 3rd North American Congress of Epidemiology, June 21-24, 2011 Montreal, Canada","year":2011,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Epidemiology; Medicine; Gerontology; Family medicine; Environmental health; Demography; Geography; Sociology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002651163,0.002368573,0.002796345,0.003442932,0.003274343,0.004642427,0.001783982,0.003187828,0.268092],"category_scores_gemma":[0.003946147,0.0006967331,0.001026954,0.00278109,0.0007747418,0.00114108,0.002150425,0.003093673,0.09303234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01035133,"about_ca_system_score_gemma":0.01865068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.42972,"about_ca_topic_score_gemma":0.8204089,"domain_scores_codex":[0.9983877,0.0001511659,0.00009006236,0.0001881401,0.0008042987,0.0003786328],"domain_scores_gemma":[0.9947551,0.0001957049,0.0001885725,0.0001036159,0.00373736,0.0010196],"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":[0.00005681787,0.00002423464,0.0006197725,0.0001017437,0.00001432494,0.00002729562,0.00001710794,0.00003629674,0.00006292668,0.00009556946,0.9835908,0.01535316],"study_design_scores_gemma":[0.00004440835,0.00001694116,0.008224513,0.0003573781,0.000024273,0.00003267937,0.00009127465,0.00005686196,0.00005914107,0.0001092165,0.9909624,0.00002092607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003459749,0.1650818,0.002468985,0.1068323,0.2699192,0.001658784,0.05267549,0.001097274,0.3968064],"genre_scores_gemma":[0.004443898,0.04227228,0.0006712755,0.004098244,0.01609845,0.0002793687,0.007801363,0.0001777942,0.9241574],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.42972,"threshold_uncertainty_score":0.8968572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619315383864787,"score_gpt":0.2733930147513954,"score_spread":0.2471998609127475,"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."}}