{"id":"W4401920513","doi":"10.1192/j.eurpsy.2024.745","title":"Psychiatry on fire: Climate change and the role of mental healthcare","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mental healthcare; Mental health care; Mental health; Psychology; Psychiatry; Climate change; Health care; Political science; Geology; Oceanography","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":[0.002963777,0.0002416027,0.0002781142,0.0008807246,0.00524172,0.005747379,0.0009098701,0.003817222,0.007566244],"category_scores_gemma":[0.0046961,0.000165621,0.0003362569,0.0009095524,0.01180103,0.004435251,0.00496529,0.007734923,0.0004527999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007282163,"about_ca_system_score_gemma":0.01061354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128031,"about_ca_topic_score_gemma":0.02101977,"domain_scores_codex":[0.9967918,0.001878534,0.00007367467,0.0001598694,0.00042332,0.0006729168],"domain_scores_gemma":[0.9963374,0.001442729,0.0004364856,0.00009492566,0.0003432543,0.00134521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001172578,0.0002625218,0.02056276,0.00234227,0.00009709907,0.004436693,0.06818165,0.0008412763,0.000610538,0.408547,0.2012166,0.2927844],"study_design_scores_gemma":[0.0000269297,0.0001582858,0.02383443,0.008942014,0.00004219077,0.004925278,0.1526845,0.0005375441,0.0002817321,0.1641646,0.644302,0.0001004809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.021343,0.1002469,0.0008555416,0.8180528,0.005794899,0.00002126667,0.00006204335,0.00002696144,0.05359664],"genre_scores_gemma":[0.6979445,0.17703,0.0009716005,0.1078937,0.009960068,0.00005163692,0.00005861948,0.00003697945,0.006052886],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01128031,"threshold_uncertainty_score":0.05283606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03047746128136046,"score_gpt":0.2876996813984081,"score_spread":0.2572222201170476,"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."}}