{"id":"W4234311400","doi":"10.21203/rs.3.rs-93439/v1","title":"The Effect of Maximum Average Temperature on Suicide Rates in California, 2008-2017: An Ecological Study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","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":"Suicide rates; Ecology; Environmental science; Geography; Biology; Environmental health; Suicide prevention; Poison control; Medicine","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":[0.001052732,0.0003148576,0.0003003728,0.00108708,0.0005872367,0.0008032428,0.0006246537,0.0003293495,0.0009945239],"category_scores_gemma":[0.002296731,0.0003103036,0.0008998159,0.001020459,0.0004176654,0.0003783763,0.0005885246,0.0007465581,0.0001724465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220852,"about_ca_system_score_gemma":0.001135067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1271475,"about_ca_topic_score_gemma":0.1832824,"domain_scores_codex":[0.9991745,0.0002029109,0.00007606103,0.0002719394,0.0001706334,0.0001038246],"domain_scores_gemma":[0.9970816,0.0005669284,0.0009637313,0.0002073468,0.0007674685,0.0004129151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001173948,0.0001087097,0.9968196,0.00003562525,0.000213123,0.000040298,0.0001996617,0.0001491139,0.00007282552,0.00002367157,0.0005588779,0.001661096],"study_design_scores_gemma":[0.000004117517,0.00005693084,0.9990628,0.00001201897,0.0000583293,0.00003191159,0.0003569291,0.000204467,0.0000253841,0.000009845077,0.00017354,0.000003795011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977374,0.0002424036,0.00007570518,0.00006615881,0.00001021218,0.00001139664,0.001292659,0.000007102195,0.000556891],"genre_scores_gemma":[0.9984294,0.0001885223,0.0001021366,0.00002295927,0.00001386638,0.00001414605,0.001071796,0.000003207756,0.0001539103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1271475,"threshold_uncertainty_score":0.2528148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254969101859884,"score_gpt":0.4465611672965616,"score_spread":0.3210642571105732,"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."}}