{"id":"W4416457552","doi":"10.1093/aje/kwaf263","title":"Damp housing conditions as a determinant of psychological distress: a longitudinal analysis of the British Household Panel Survey","year":2025,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Australian Government; Understanding Society","keywords":"Damp; Odds; Logistic regression; Psychological distress; Odds ratio; Distress; Multivariate analysis; Panel data","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":[0.002114398,0.0002318621,0.0004790515,0.0006675263,0.0005304175,0.0008440108,0.0005383924,0.0006130266,0.001233107],"category_scores_gemma":[0.003882945,0.0004734281,0.0006315037,0.00214667,0.0003409896,0.0005896172,0.0007578513,0.001233051,0.0003419756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202594,"about_ca_system_score_gemma":0.00109028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2780199,"about_ca_topic_score_gemma":0.3316776,"domain_scores_codex":[0.9987592,0.0005945715,0.00008578655,0.0001451479,0.0002056168,0.000209659],"domain_scores_gemma":[0.9970825,0.0003980384,0.0009457392,0.0003460963,0.0005682117,0.0006593314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006811807,0.00003497774,0.9979554,0.00001100518,0.000108687,0.0000371988,0.0002396355,0.00005258845,0.00007306504,0.00001720198,0.0002782884,0.001123826],"study_design_scores_gemma":[0.00000199323,0.00002120135,0.9995645,0.000006211756,0.00001344194,0.00002305653,0.0001220859,0.0001038417,0.000005007282,0.000006556787,0.0001292986,0.000002696364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967315,0.0008513803,0.000198857,0.000246305,0.00001384676,0.00001396948,0.001588188,0.000005305383,0.0003506858],"genre_scores_gemma":[0.997718,0.0004680378,0.0001821764,0.0000825324,0.000008280347,0.00002033872,0.001273669,0.000003253801,0.0002437773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2780199,"threshold_uncertainty_score":0.5528033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09574374211960184,"score_gpt":0.3793133264996291,"score_spread":0.2835695843800272,"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."}}