{"id":"W2480469106","doi":"10.1002/ajcp.12067","title":"A Longitudinal Study of Predictors of Housing Stability, Housing Quality, and Mental Health Functioning Among Single Homeless Individuals Staying in Emergency Shelters","year":2016,"lang":"en","type":"article","venue":"American Journal of Community Psychology","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Université de Montréal; University of Ottawa","funders":"","keywords":"Mental health; Housing First; Supportive housing; Psychology; Public housing; Longitudinal study; Psychological resilience; Context (archaeology); Health psychology; Subsidized housing; Feeling; Affordable housing; Gerontology; Public health; Clinical psychology; Psychiatry; Mental illness; Social psychology; Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005725985,0.0001865069,0.001500847,0.0004825528,0.0005996387,0.000006478198,0.0003590173,0.00008732253,0.00006637995],"category_scores_gemma":[0.0002659306,0.0001497425,0.00008788437,0.0005830905,0.0007353572,0.0002790692,0.000260055,0.0009535244,2.637528e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158961,"about_ca_system_score_gemma":0.0001524967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01127855,"about_ca_topic_score_gemma":0.02313804,"domain_scores_codex":[0.9884749,0.008359343,0.00219195,0.0001469769,0.0003877651,0.0004390443],"domain_scores_gemma":[0.994884,0.0009817205,0.00327658,0.0003799965,0.0003152386,0.0001624286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002043529,0.001131826,0.7937834,0.0001037641,0.0001124054,0.000001076095,0.1859717,0.000002536673,0.0005728236,0.00001127342,0.00000576378,0.01809904],"study_design_scores_gemma":[0.001415528,0.00213838,0.632996,0.0003355441,0.00001530168,6.944549e-7,0.3628764,2.733671e-7,0.00001034758,0.0001280742,0.000006169904,0.00007719979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975992,0.000197013,0.0005538983,0.0005495439,0.0006056544,0.0003697626,0.00002294671,0.00001292149,0.00008901052],"genre_scores_gemma":[0.999361,0.0003518139,0.0001424773,0.00004437426,0.00006547393,0.000005676248,0.000001639596,0.00002626429,0.00000124967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1769047,"threshold_uncertainty_score":0.9953054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1770462633474911,"score_gpt":0.483641358518165,"score_spread":0.3065950951706738,"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."}}