{"id":"W2095605749","doi":"10.1136/jech.57.1.74","title":"Comparative analysis of nutrition data from national, household, and individual levels: results from a WHO-CINDI collaborative project in Canada, Finland, Poland, and Spain","year":2002,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Dalhousie University","funders":"Health Canada","keywords":"Medicine; Environmental health; Fish <Actinopterygii>; Biology; Fishery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004679023,0.0001508401,0.001704005,0.0003861862,0.0002084189,0.000005727714,0.000200158,0.00009257216,0.00001872433],"category_scores_gemma":[0.003834067,0.0001231976,0.00004990733,0.0005975306,0.0001859748,0.0001201754,0.000162177,0.0008332941,1.728623e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004115745,"about_ca_system_score_gemma":0.0009985365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8723947,"about_ca_topic_score_gemma":0.9554536,"domain_scores_codex":[0.9948659,0.003076208,0.001347568,0.0002102616,0.0002807451,0.0002193051],"domain_scores_gemma":[0.985148,0.01284295,0.001213678,0.0003254224,0.0003038689,0.0001660529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001456976,0.0008902466,0.9005578,0.00007808045,0.002313373,0.00001460481,0.003310969,0.00005544502,0.00000857241,0.00009191823,0.09079348,0.0004286011],"study_design_scores_gemma":[0.005003904,0.0006546634,0.9796653,0.0004530425,0.0003292651,0.00001318286,0.007415122,0.001641981,0.000001803355,0.0008251783,0.003912259,0.00008430921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475765,0.01571726,0.00003067081,0.01224749,0.00003481982,0.0002815503,0.02394906,0.000001976836,0.0001606557],"genre_scores_gemma":[0.980969,0.01095368,0.00409892,0.002374155,0.00008886317,0.000003483965,0.001503925,0.000004568855,0.000003390869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08688122,"threshold_uncertainty_score":0.5023852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4286327633810988,"score_gpt":0.4251759626343088,"score_spread":0.003456800746790056,"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."}}