{"id":"W4415241051","doi":"10.1038/s44220-025-00515-2","title":"Solastalgia as a warning sign for mental health in a changing environment","year":2025,"lang":"en","type":"article","venue":"Nature Mental Health","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Mental health; Sign (mathematics); Mental illness; Public health; Vulnerability (computing)","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":[0.000770621,0.0003702043,0.0003074692,0.001350433,0.0008899392,0.001289573,0.0003723138,0.002116433,0.004672471],"category_scores_gemma":[0.006071597,0.000180585,0.0003032514,0.0005058841,0.0005975377,0.001353175,0.001237519,0.002432289,0.0007108655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004607559,"about_ca_system_score_gemma":0.0009317944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818827,"about_ca_topic_score_gemma":0.005813651,"domain_scores_codex":[0.9993507,0.000185431,0.00005981707,0.00004786849,0.0001599085,0.0001963143],"domain_scores_gemma":[0.9967753,0.0007988659,0.00108021,0.00008668842,0.0004608013,0.0007980478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002157162,0.0006277752,0.8571939,0.0005400421,0.0000681499,0.03688655,0.003540085,0.0002664281,0.006343719,0.001464301,0.02297955,0.0679322],"study_design_scores_gemma":[0.0001759465,0.001931677,0.897364,0.001620698,0.0001366622,0.04738079,0.02126056,0.002807973,0.0020519,0.003666537,0.02143072,0.0001723897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409813,0.004195283,0.001781784,0.02524938,0.002217392,0.0001275333,0.0005894698,0.00025112,0.02460693],"genre_scores_gemma":[0.9928862,0.001099368,0.001501581,0.00232562,0.000636169,0.00002176823,0.0001455085,0.00001396587,0.001369725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004672471,"threshold_uncertainty_score":0.01563096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173377561920101,"score_gpt":0.4453745423895425,"score_spread":0.4280367861975324,"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."}}