{"id":"W4402925147","doi":"10.1186/s12889-024-19915-7","title":"The effect of dwelling size on the mental health and quality of life of female caregivers living in informal tiny homes in Hong Kong","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lingnan University","keywords":"Mental health; Medicine; Anxiety; Quality of life (healthcare); Depression (economics); Gerontology; Affect (linguistics); Population; Quarter (Canadian coin); Environmental health; Psychiatry; Psychology; Geography; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01180203,0.00008363857,0.0003323206,0.00009159879,0.0003129279,0.0000427868,0.000161298,0.00003472395,0.000006421153],"category_scores_gemma":[0.001973323,0.00005062824,0.00005136372,0.0004481849,0.0002884234,0.0001839596,0.00007316836,0.0001518832,5.396738e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722488,"about_ca_system_score_gemma":0.001135736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01345743,"about_ca_topic_score_gemma":0.02524479,"domain_scores_codex":[0.9973851,0.001206899,0.0005172994,0.0001257923,0.0003925711,0.0003723737],"domain_scores_gemma":[0.9938024,0.005728475,0.0002424712,0.0001019052,0.00002121839,0.0001035704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003723778,0.00001702087,0.8875767,0.0005858117,0.0000138862,6.645601e-8,0.102161,0.000005605264,0.000001196918,0.006420138,0.0004149486,0.002766389],"study_design_scores_gemma":[0.0004646852,0.0004349224,0.774057,0.0007074213,0.00000195426,8.531958e-8,0.2204318,0.0001902025,0.00001332286,0.00001890102,0.003583524,0.00009619929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834964,0.004823409,0.000003576621,0.009432045,0.0001322368,0.0004484695,0.00001016698,0.00001248292,0.001641272],"genre_scores_gemma":[0.9981695,0.001556546,0.00001184416,0.0001071256,0.00002831825,0.000008907393,0.000001031513,0.000003795991,0.0001129633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1182708,"threshold_uncertainty_score":0.993112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05708960029795893,"score_gpt":0.3694522090384225,"score_spread":0.3123626087404636,"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."}}