{"id":"W2990745722","doi":"10.1289/isesisee.2018.p02.3520","title":"The Value of Population Cohorts and Biobank Resources to Address Environmental Health Issues: The Cartagene Platform","year":2018,"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":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Biobank; Medicine; Environmental health; Cohort; Concordance; Population; Prospective cohort study; Gerontology; Bioinformatics; Internal medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001172898,0.0001993717,0.0002012219,0.00002958285,0.0007313717,0.00007247209,0.0003405026,0.00007073522,0.0003170413],"category_scores_gemma":[0.00009816561,0.0001333237,0.00003248674,0.00009873345,0.0007366164,0.0002238096,0.0002638038,0.0001762412,0.0002218642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001696463,"about_ca_system_score_gemma":0.0000214934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00447207,"about_ca_topic_score_gemma":0.002136402,"domain_scores_codex":[0.9979712,0.0001301537,0.0004605421,0.0004833695,0.0004687601,0.0004859275],"domain_scores_gemma":[0.9987378,0.0002056748,0.0002909066,0.0005168411,0.000006823584,0.0002419479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003681587,0.000493735,0.2510439,0.0001024714,0.0001414553,0.00002050962,0.06074412,0.01323087,0.04131838,0.001544901,0.004941348,0.6260501],"study_design_scores_gemma":[0.0001541771,0.0001924971,0.9655832,0.00004410093,0.00001002543,0.00000648495,0.001270237,0.00009766335,0.002616709,0.0003473823,0.02952803,0.0001495027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993756,0.0002036281,0.00003087755,0.002831726,0.0001367439,0.0007815071,0.00003375857,0.00001860015,0.002207156],"genre_scores_gemma":[0.9978524,0.0005515491,0.0001566176,0.001042631,0.0001124414,0.00002895726,0.00001364519,0.00001845346,0.0002233289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7145393,"threshold_uncertainty_score":0.6760463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513115617120444,"score_gpt":0.2889652947962875,"score_spread":0.2638341386250831,"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."}}