{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1291237,0.001306986,0.002321738,0.009958965,0.002438227,0.0148159,0.007447872,0.004297084,0.02994851],"category_scores_gemma":[0.2217181,0.001467353,0.001432709,0.01021373,0.001915954,0.01401503,0.01710533,0.003685256,0.01492246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004670087,"about_ca_system_score_gemma":0.02398076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06325173,"about_ca_topic_score_gemma":0.04524491,"domain_scores_codex":[0.95228,0.02714984,0.003453545,0.005226241,0.009951832,0.001938628],"domain_scores_gemma":[0.6798599,0.1119927,0.01368332,0.08518136,0.07374731,0.03553542],"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":[0.00102666,0.0001159939,0.01523521,0.0006535216,0.0004611136,0.0003208536,0.001021878,0.001004388,0.000597254,0.02923998,0.7331821,0.217141],"study_design_scores_gemma":[0.000390366,0.00008650943,0.01252517,0.001767252,0.0001561786,0.0001851783,0.0003358363,0.002125529,0.0003890212,0.02744818,0.9544361,0.0001546752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01585796,0.033035,0.1156579,0.4372694,0.01855628,0.003613912,0.2448254,0.02640525,0.1047788],"genre_scores_gemma":[0.0865311,0.02674587,0.4232893,0.09273423,0.01817343,0.008394018,0.2962737,0.009995462,0.03786289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1291237,"threshold_uncertainty_score":0.6828794,"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."}}