{"id":"W4393340072","doi":"10.1016/j.gastha.2024.03.014","title":"Climate Change and Digestive Health","year":2024,"lang":"en","type":"article","venue":"Gastro Hep Advances","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital; Dalhousie University","funders":"","keywords":"Climate change; Biodiversity; Human health; Environmental resource management; Environmental health; Geography; Environmental planning; Ecology; Biology; Environmental science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001842437,0.0001093012,0.0001268035,0.00002834855,0.0001506875,0.00004320459,0.00005589838,0.00002037126,0.0003496265],"category_scores_gemma":[0.000007324108,0.00008967709,0.00001826233,0.0001314285,0.00009479221,0.0005156527,0.0001007566,0.00009454246,0.0003492764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009400375,"about_ca_system_score_gemma":0.000005101303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001113572,"about_ca_topic_score_gemma":0.0002303352,"domain_scores_codex":[0.9989513,0.00002193202,0.0001285613,0.0002673359,0.0001352799,0.0004956416],"domain_scores_gemma":[0.9996089,0.00004188814,0.00003345827,0.000085881,0.000001702228,0.0002281854],"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":[0.00001364598,0.00001528787,0.05744161,0.0001738576,0.000001323106,0.00001762108,0.001936116,0.00001152771,0.00003709716,0.0001828932,0.00130556,0.9388635],"study_design_scores_gemma":[0.0004546871,0.001154236,0.5235761,0.001165873,0.00001716657,0.0001387501,0.001470752,0.003707483,0.00008664278,0.003150775,0.4645919,0.0004856859],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8604131,0.08354831,0.0005814001,0.0374615,0.001294195,0.001401468,0.0003734216,0.0006335652,0.01429302],"genre_scores_gemma":[0.9548136,0.03775806,0.003193148,0.003670613,0.0003140972,0.00008133787,0.00001857241,0.00002707534,0.0001234754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9383778,"threshold_uncertainty_score":0.4489358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05769522790286725,"score_gpt":0.341262644889004,"score_spread":0.2835674169861367,"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."}}