{"id":"W4414123032","doi":"10.1001/jamanetworkopen.2025.31298","title":"Climate Change–Based Art and Philosophy Intervention and Mental Health in Children","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine; Université de Sherbrooke; Université du Québec à Montréal; Bishop's University","funders":"","keywords":"Mental health; Psychological intervention; Intervention (counseling); Affect (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008375034,0.0001082132,0.000191789,0.00004103933,0.0001883242,0.000114993,0.0001468282,0.00005336595,0.0002637386],"category_scores_gemma":[0.000007535399,0.0001036263,0.00001675803,0.0002243063,0.00005811822,0.0003407418,0.000624037,0.000116402,0.00003977373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181044,"about_ca_system_score_gemma":0.000005704635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006708881,"about_ca_topic_score_gemma":0.001191276,"domain_scores_codex":[0.9989449,0.0001035433,0.0002270156,0.000272735,0.00007352815,0.0003783165],"domain_scores_gemma":[0.9996287,0.00002391577,0.00008796528,0.0001292647,0.000001808746,0.0001283026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085038,0.00006669109,0.8791891,0.00004277356,0.00000320112,7.58196e-7,0.000222533,0.00001086697,0.000001802086,0.0002251085,0.02597507,0.09415356],"study_design_scores_gemma":[0.001623619,0.0001359413,0.9895195,0.0007987799,0.000003111908,0.000003007793,0.00002838543,0.00120235,0.000002416258,0.002270271,0.004313921,0.00009865237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942146,0.001760683,0.00001336361,0.08881151,0.0001676263,0.002328464,0.00006079144,0.00002683448,0.0126161],"genre_scores_gemma":[0.9719685,0.003463336,0.000453438,0.0235873,0.0001546461,0.0001015885,0.0001573589,0.00001335872,0.0001004267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1103304,"threshold_uncertainty_score":0.4225756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918255892396538,"score_gpt":0.3333734306026823,"score_spread":0.2941908716787169,"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."}}