{"id":"W2990870090","doi":"10.1289/isee.2011.01198","title":"AGRICOH, A NEWYLY FORMED CONSORTIUM OF AGRICULTURAL COHORTS","year":2011,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Cancer Care Ontario","funders":"","keywords":"Agriculture; International agency; Cohort; Environmental health; Harmonization; Medicine; Biobank; Cohort study; Agency (philosophy); Cancer; Geography; Pathology; Biology; Bioinformatics; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003879207,0.00025447,0.0003145019,0.00004171777,0.0001039255,0.00002168468,0.000352887,0.0001365339,0.005397738],"category_scores_gemma":[0.0001396998,0.0002103483,0.00008314317,0.0001707023,0.0005914207,0.0005249038,0.0001685984,0.0002610072,0.001338914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202706,"about_ca_system_score_gemma":0.00005369231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153338,"about_ca_topic_score_gemma":0.0007194834,"domain_scores_codex":[0.9977781,0.00007219991,0.0005685785,0.0005502875,0.0004484871,0.0005823112],"domain_scores_gemma":[0.9987839,0.0001004728,0.0003809567,0.0003887778,0.00003004046,0.0003158379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003290055,0.003195802,0.4930236,0.0003170541,0.000305217,0.0003642217,0.02805968,0.005012516,0.370277,0.00435093,0.01059144,0.08417355],"study_design_scores_gemma":[0.0003369302,0.00008351938,0.9713032,0.00004453972,0.00002765935,0.00001927448,0.0008720182,0.000006394471,0.02566784,0.0006098275,0.0007593379,0.0002694141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8532625,0.00001461497,0.0001672283,0.0001459142,0.0001407574,0.0004531938,0.0000143444,0.00004792188,0.1457536],"genre_scores_gemma":[0.9979401,0.00004930036,0.0008038545,0.0002485832,0.00002601415,0.00003712911,0.00001396586,0.00001589571,0.0008651771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4782797,"threshold_uncertainty_score":0.9994386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001648202091033,"score_gpt":0.239965618355642,"score_spread":0.1999491363347316,"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."}}