{"id":"W4410558926","doi":"10.5194/icuc12-240","title":"Living with Schizophrenia in a Changing Climate: Housing, Indoor Environmental Quality, and Health Risks","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Schizophrenia (object-oriented programming); Environmental health; Environmental quality; Quality (philosophy); Environmental science; Environmental planning; Business; Geography; Psychology; Medicine; Political science; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001046641,0.0001935713,0.0002824194,0.0004467106,0.002856229,0.00167166,0.0002767024,0.0004800681,0.00107189],"category_scores_gemma":[0.001661892,0.0002063357,0.0004237795,0.0006831954,0.001918228,0.00154297,0.002853402,0.001349166,0.00007237047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003298507,"about_ca_system_score_gemma":0.002811222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1198292,"about_ca_topic_score_gemma":0.2662451,"domain_scores_codex":[0.9992208,0.0003646989,0.00004152798,0.00005482007,0.0001092646,0.0002088673],"domain_scores_gemma":[0.9993414,0.0001098392,0.0002028501,0.00002782252,0.00008523511,0.0002327756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009620872,0.0001357211,0.7951606,0.0002253523,0.0001162635,0.001358439,0.1659092,0.0003505058,0.000976619,0.003267092,0.002702574,0.02970146],"study_design_scores_gemma":[0.000005860355,0.000104463,0.6443384,0.0004159326,0.00004997079,0.0007150519,0.3464808,0.0002826183,0.0001430345,0.001767888,0.005641027,0.00005506305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907885,0.001461016,0.0002335312,0.005246596,0.00003783227,0.00001047777,0.0001074824,0.000002306727,0.002112315],"genre_scores_gemma":[0.9980908,0.001138452,0.0001495978,0.0004302136,0.00001281611,0.000007799777,0.00002952765,0.000001525686,0.0001392856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1198292,"threshold_uncertainty_score":0.2382634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05834753381993293,"score_gpt":0.3348564884207728,"score_spread":0.2765089546008399,"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."}}