{"id":"W3203173595","doi":"10.1097/mcg.0000000000001619","title":"Uniting the Global Gastroenterology Community to Meet the Challenge of Climate Change and Nonrecyclable Waste","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Gastroenterology","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University","funders":"","keywords":"Medicine; Multinational corporation; Climate change; Public health; Environmental health; Environmental ethics; Nursing; Oceanography; Political science; Law","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":[0.004775242,0.0001619383,0.0006619598,0.0000258875,0.0002445223,0.0000199207,0.0005414363,0.0001093563,0.0002175631],"category_scores_gemma":[0.0007974116,0.00009510632,0.0001795134,0.0001358685,0.0005136224,0.0001286061,0.0009626913,0.0007114001,0.00001019578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000537937,"about_ca_system_score_gemma":0.00001741965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000106472,"about_ca_topic_score_gemma":0.005573619,"domain_scores_codex":[0.9953919,0.002207223,0.001324169,0.0001745632,0.0002682772,0.0006338428],"domain_scores_gemma":[0.9974264,0.0007948195,0.0009305673,0.0004181668,0.00008749982,0.0003425289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001453994,0.0003931495,0.98987,0.0000358525,0.00004989502,0.00005407685,0.001243968,0.00005362108,0.00005387673,0.0001186564,0.001429077,0.005243822],"study_design_scores_gemma":[0.002692847,0.008930871,0.9782612,0.0001903674,0.0001439122,0.001068835,0.003803935,0.000174607,0.00002401171,0.002109306,0.002511516,0.00008860086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376177,0.0001184517,0.00005937972,0.06048202,0.0004822706,0.0001624596,0.00003236348,0.000004109388,0.001041243],"genre_scores_gemma":[0.9788991,0.001684314,0.0003723431,0.01861753,0.0004050901,0.00000610071,0.000001350139,0.00001015538,0.000004049914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04186448,"threshold_uncertainty_score":0.3878323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1734115652747844,"score_gpt":0.4013943219689194,"score_spread":0.227982756694135,"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."}}