{"id":"W7162140974","doi":"10.82308/3482","title":"Quality of life for adults with mental illness : effect of residential environment","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Mental illness; Residential care; Regression analysis; Mental health; Activities of daily living; Independent living","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009525616,0.0002409937,0.0002437889,0.0005102506,0.0002898269,0.0005188756,0.000199991,0.0002275186,0.001862149],"category_scores_gemma":[0.004086267,0.00009908166,0.0005054354,0.0005101889,0.0002591657,0.0004504304,0.0006376125,0.0005642486,0.0001533286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003403424,"about_ca_system_score_gemma":0.0003148159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002384247,"about_ca_topic_score_gemma":0.007883779,"domain_scores_codex":[0.9995703,0.0001524302,0.00003771847,0.00003992811,0.0001284697,0.00007107203],"domain_scores_gemma":[0.998292,0.0003676482,0.0007265579,0.00004928785,0.0001983611,0.0003661454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001372008,0.0001765205,0.9851416,0.00005357209,0.0001667919,0.00003657811,0.0003928281,0.00007040891,0.0001200024,0.00003885199,0.0002295616,0.01343612],"study_design_scores_gemma":[0.000004166458,0.0001439243,0.9992667,0.00001242922,0.00002249904,0.00004140492,0.000209725,0.00005117839,0.00002243435,0.00001748879,0.0002056648,0.000002257896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971252,0.00111565,0.00005672314,0.0002141826,0.00001296242,0.00001410372,0.0002371701,0.000002464354,0.001221538],"genre_scores_gemma":[0.9990558,0.0003723606,0.0001188866,0.00004895006,0.000007926817,0.000009774003,0.0001879313,9.982127e-7,0.0001973685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002384247,"threshold_uncertainty_score":0.00622946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309666399250837,"score_gpt":0.4175971495741324,"score_spread":0.394500485581624,"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."}}