{"id":"W7128598393","doi":"10.36584/cjic.2025.003.05.138.143","title":"Environmental stewardship, sustainability, and planetary health related to infection prevention and control","year":2025,"lang":"","type":"article","venue":"Canadian Journal of Infection Control","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Global warming; Public health; Disease control; Global health; Outbreak; Arctic; Effects of global warming; Control (management)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002027971,0.0003055774,0.0006302621,0.0006997713,0.0007881616,0.0001754779,0.0000742999,0.0002529541,0.0009104589],"category_scores_gemma":[0.0003412494,0.0003232713,0.0001179396,0.000341472,0.0002828065,0.000549927,0.00002913285,0.0005836199,0.00002143639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003201261,"about_ca_system_score_gemma":0.001172809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05207928,"about_ca_topic_score_gemma":0.1107211,"domain_scores_codex":[0.9969975,0.0005022541,0.001138341,0.0003656761,0.0002361096,0.0007601065],"domain_scores_gemma":[0.9968818,0.0001619613,0.0006217751,0.0001808913,0.00005559678,0.002098012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002485137,0.00008122432,0.86477,0.0002377632,0.000114675,0.0000349538,0.001107651,0.001735275,0.0001133485,0.00005658242,0.001524227,0.1299758],"study_design_scores_gemma":[0.004368501,0.002479132,0.9807996,0.0003819345,0.0001721852,0.0003449012,0.0002678776,0.0008893759,0.00000887041,0.001696388,0.008368379,0.0002229154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680648,0.00383173,0.001287474,0.02357474,0.001247104,0.001639256,0.0001535145,0.000009624717,0.0001917588],"genre_scores_gemma":[0.9949506,0.001663807,0.000013365,0.003048684,0.00009091604,0.00001131243,0.000005921897,0.00001703472,0.0001983486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1297529,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063445180722589,"score_gpt":0.2715508458025765,"score_spread":0.2609163939953507,"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."}}