{"id":"W4400026014","doi":"10.17615/3ssa-wp37","title":"Obesity II: Establishing causal links between chemical exposures and obesity","year":2024,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institute of Food and Agriculture; National Cancer Institute; Norris Cotton Cancer Center; National Institutes of Health; Grantová Agentura České Republiky; European Commission; U.S. Department of Agriculture","keywords":"Obesity; Environmental health; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006861711,0.0006035023,0.0005306724,0.004949308,0.001299171,0.00327551,0.0008287078,0.001010595,0.009537402],"category_scores_gemma":[0.02350704,0.0003093173,0.000538541,0.004189055,0.001464751,0.001822613,0.002766912,0.001064713,0.0007180801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041727,"about_ca_system_score_gemma":0.002634811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055337,"about_ca_topic_score_gemma":0.01653753,"domain_scores_codex":[0.996333,0.002537559,0.0001946466,0.0003392712,0.000356507,0.000238924],"domain_scores_gemma":[0.9849569,0.009286184,0.002710571,0.001353427,0.0009640438,0.0007289835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004216147,0.001056158,0.7339115,0.002532459,0.002187686,0.0005148146,0.003092824,0.0005034489,0.003423293,0.02554771,0.01240285,0.2106111],"study_design_scores_gemma":[0.000347431,0.001149616,0.9102252,0.003003376,0.003629778,0.0005426555,0.00807918,0.001669896,0.005748744,0.03111773,0.03438165,0.0001048473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8565248,0.0452867,0.01351638,0.0147365,0.001304029,0.0004677452,0.004292807,0.0002265046,0.06364458],"genre_scores_gemma":[0.9734638,0.00705092,0.006602633,0.002982916,0.0005620733,0.0002676199,0.0007612804,0.00004425432,0.008264488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055337,"threshold_uncertainty_score":0.03628868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02247822410942033,"score_gpt":0.2510003793152588,"score_spread":0.2285221552058385,"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."}}