{"id":"W2985170445","doi":"10.7554/elife.35500.062","title":"Decision letter: National and regional seasonal dynamics of all-cause and cause-specific mortality in the USA from 1980 to 2016","year":2018,"lang":"en","type":"peer-review","venue":"","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Demography; Seasonality; Mortality rate; Cause of death; Geography; Medicine; Disease; Biology; Ecology","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":[0.00917922,0.0009028861,0.001977825,0.001613348,0.002719831,0.005389166,0.003772636,0.02209815,0.03878712],"category_scores_gemma":[0.06646072,0.0009152592,0.002707072,0.00186512,0.001588435,0.004082162,0.002799446,0.01397022,0.02756898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00393375,"about_ca_system_score_gemma":0.009956248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023237,"about_ca_topic_score_gemma":0.01085513,"domain_scores_codex":[0.9936667,0.001266464,0.001240358,0.0006841737,0.002379761,0.000762544],"domain_scores_gemma":[0.9670148,0.009473528,0.002162499,0.001310057,0.01556157,0.004477449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006211879,0.0000159042,0.0004751969,0.00008662454,0.00001429581,0.00005988599,0.00002202944,0.00002432834,0.00002537469,0.0004828065,0.9941258,0.004605532],"study_design_scores_gemma":[0.0003386145,0.00005859347,0.003065164,0.0009444664,0.00006872067,0.0001409414,0.0002270194,0.0005115036,0.000251617,0.003278685,0.9910313,0.00008328209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001978208,0.001515996,0.0006392739,0.6767438,0.2871172,0.000608074,0.01121551,0.0004229047,0.01975904],"genre_scores_gemma":[0.01437019,0.002791569,0.001383144,0.8116779,0.1142362,0.001012694,0.00453695,0.0002628144,0.0497285],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03878712,"threshold_uncertainty_score":0.1297559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1935313755594124,"score_gpt":0.3924219974804007,"score_spread":0.1988906219209882,"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."}}