{"id":"W4310779924","doi":"10.1017/s2045796022000361","title":"Mental health and the global climate crisis","year":2022,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Canada; Università degli Studi di Verona; London School of Hygiene and Tropical Medicine; University of Washington; Harvard University; UNICEF; Johns Hopkins University; Menzies Centre for Australian Studies, King's College London, University of London; World Health Organization","keywords":"Mental health; Psychosocial; Climate change; Vulnerability (computing); Public health; Effects of global warming; Psychology; Global warming; Environmental health; Political science; Environmental resource management; Medicine; Psychiatry; Economics; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103207,0.0002131396,0.0001883188,0.0005925812,0.00156366,0.001520894,0.0003884414,0.0009437244,0.004909364],"category_scores_gemma":[0.00196353,0.00007957901,0.0004223418,0.00074038,0.002707818,0.00106424,0.00336478,0.001931901,0.0001654517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204539,"about_ca_system_score_gemma":0.003173101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035405,"about_ca_topic_score_gemma":0.02742384,"domain_scores_codex":[0.9994671,0.0002604858,0.00001631818,0.00003048585,0.00005704585,0.0001685993],"domain_scores_gemma":[0.9989686,0.0002189368,0.0002444749,0.00003830195,0.0001274109,0.0004022569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002294304,0.0003452771,0.5004357,0.001717753,0.0004479589,0.002273165,0.03855519,0.004100946,0.001093256,0.1524275,0.05987628,0.2384975],"study_design_scores_gemma":[0.00003463639,0.0001982094,0.7155895,0.003117963,0.0001588801,0.001485308,0.07371684,0.001735386,0.0003763754,0.1131044,0.09039712,0.00008527498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5644109,0.03133252,0.002297379,0.3287351,0.001178046,0.000110958,0.001274924,0.00006707902,0.07059312],"genre_scores_gemma":[0.9858705,0.007432222,0.0004257833,0.00511695,0.0002443653,0.00002906683,0.0001546329,0.000003356576,0.0007230412],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02035405,"threshold_uncertainty_score":0.04047114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0755961018680908,"score_gpt":0.3871880209510563,"score_spread":0.3115919190829655,"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."}}