{"id":"W4417209928","doi":"10.1088/2515-7620/ae2b54","title":"Atlantic Multidecadal Oscillation associated with all-cause mortality in United States","year":2025,"lang":"en","type":"article","venue":"Environmental Research Communications","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Atlantic multidecadal oscillation; North Atlantic oscillation; Climate change; Mortality rate; Climate pattern","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004365039,0.000083108,0.0001215981,0.0004626949,0.0002453737,0.0004456058,0.0001287101,0.000151374,0.001840271],"category_scores_gemma":[0.001678981,0.00005656834,0.0001902981,0.0006808187,0.0001252651,0.0001986106,0.0004322908,0.0003200184,0.0001066639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149859,"about_ca_system_score_gemma":0.0002737546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01908964,"about_ca_topic_score_gemma":0.02969425,"domain_scores_codex":[0.9998554,0.00003938168,0.00001600466,0.00003082617,0.00002727723,0.00003106482],"domain_scores_gemma":[0.9987289,0.0002189281,0.0005605121,0.00007020169,0.0002423711,0.000178952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001195372,0.000004838315,0.9986517,0.000004341541,0.00001977976,0.000006660474,0.00002443471,0.00004215028,0.00008097807,0.00002073759,0.000170661,0.0009617452],"study_design_scores_gemma":[4.546621e-7,0.000004633486,0.9995756,0.000003869703,0.000006053599,0.000009583873,0.00009204059,0.0001203705,0.00001456638,0.00002223787,0.000149871,7.330211e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963378,0.0004250041,0.0001598079,0.000377693,0.00003650544,0.000004540968,0.001293166,0.000007868862,0.001357696],"genre_scores_gemma":[0.9992742,0.0001067649,0.00005149614,0.0000352785,0.00002066702,0.000002438906,0.0003964101,0.000001626119,0.0001111292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908964,"threshold_uncertainty_score":0.03795707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2332522549180048,"score_gpt":0.4541578083230722,"score_spread":0.2209055534050673,"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."}}