{"id":"W4403187812","doi":"10.1080/10530789.2024.2411477","title":"Variables associated with higher community integration among permanent supportive housing residents","year":2024,"lang":"en","type":"article","venue":"Journal of Social Distress and the Homeless","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Douglas College","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Supportive housing; Community integration; Environmental health; Psychology; Business; Medicine; Gerontology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001707958,0.000159417,0.0006547822,0.00007369689,0.001820175,0.0001514122,0.0001962241,0.000182701,0.0001075414],"category_scores_gemma":[0.0001060813,0.00008737906,0.0001144374,0.0002399213,0.0004234796,0.0002977943,0.00008325678,0.001334301,0.000002428247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857992,"about_ca_system_score_gemma":0.0001388961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002279729,"about_ca_topic_score_gemma":0.005477077,"domain_scores_codex":[0.9970734,0.001615735,0.0005602362,0.00009343371,0.0003849021,0.0002722903],"domain_scores_gemma":[0.9980645,0.000867791,0.0005334448,0.00008616059,0.0003681428,0.00008000772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001343039,0.0004470353,0.1562116,0.001020701,0.001529686,0.0002234788,0.6414977,0.00001169728,0.00008207304,0.1824492,0.0006508221,0.01453293],"study_design_scores_gemma":[0.001810977,0.0000749806,0.7326245,0.001952928,0.0002779393,5.424712e-7,0.2545204,0.00005433483,0.000016335,0.008379574,0.0001276628,0.0001598072],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953256,0.0006632776,0.0001327322,0.0004736372,0.0006169216,0.0002023564,0.00006046386,0.00003057225,0.002494409],"genre_scores_gemma":[0.9987375,0.0002319367,0.000004395592,0.00003285804,0.0005005344,0.00001577847,0.00002771805,0.00002721198,0.0004220943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5764129,"threshold_uncertainty_score":0.9994793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569594846375284,"score_gpt":0.3593743834603192,"score_spread":0.3236784349965664,"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."}}