{"id":"W7117722474","doi":"10.1016/j.vaccine.2025.128168","title":"Strengthening immunization and health systems to counter effects of climate change","year":2025,"lang":"en","type":"article","venue":"Vaccine","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Université de Montréal; Centre for Global Health Research","funders":"Bill and Melinda Gates Foundation","keywords":"Immunization; Climate change; Healthcare system; Public health; Climate system; Over-the-counter","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0111738,0.00105648,0.000596279,0.001363664,0.001366102,0.004092378,0.001491334,0.005308102,0.02197973],"category_scores_gemma":[0.02045507,0.0003086934,0.0008873504,0.0009375406,0.002598286,0.004546531,0.005723223,0.003690135,0.001846446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004003747,"about_ca_system_score_gemma":0.02812876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087544,"about_ca_topic_score_gemma":0.01430219,"domain_scores_codex":[0.9929129,0.004565056,0.0001968592,0.0003128801,0.0007998661,0.001212422],"domain_scores_gemma":[0.9868825,0.003544089,0.002506747,0.000809145,0.002713893,0.003543578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004864433,0.002623746,0.04361665,0.005796126,0.00149649,0.0004412253,0.002983623,0.02012428,0.01009658,0.1890625,0.3041855,0.4190868],"study_design_scores_gemma":[0.0007135311,0.001606975,0.07485136,0.005944789,0.0007151644,0.0003504296,0.007499671,0.008506235,0.005880463,0.1774777,0.7163092,0.0001444136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02621364,0.02789046,0.01249577,0.8694361,0.008708592,0.0003029537,0.000659687,0.0004245364,0.05386835],"genre_scores_gemma":[0.7329274,0.04201363,0.02527027,0.1762822,0.009967564,0.0003758355,0.0006660069,0.00008220884,0.01241491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02197973,"threshold_uncertainty_score":0.07352948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612537182934183,"score_gpt":0.3217646283651929,"score_spread":0.3056392565358511,"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."}}