{"id":"W4412732937","doi":"10.1136/bmjopen-2024-094840","title":"Testing the theory of change for Housing First: a secondary qualitative analysis of gender differences in the experiences of men and women in the AH/CS trial","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Public Health Ontario; Trillium Health Centre; University of Toronto; University of New Brunswick; St. Michael's Hospital","funders":"","keywords":"Housing First; Thematic analysis; Medicine; Qualitative research; Context (archaeology); Qualitative property; Mental health; Gerontology; Theory of change; Mental illness; Psychiatry; Sociology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06251761,0.0005680551,0.001069818,0.001532653,0.007169244,0.003851888,0.002495419,0.001324305,0.005977706],"category_scores_gemma":[0.06830307,0.0005776812,0.0009024931,0.002116635,0.01124576,0.003288858,0.005606689,0.003167103,0.000413015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01878041,"about_ca_system_score_gemma":0.0275353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05071487,"about_ca_topic_score_gemma":0.07933024,"domain_scores_codex":[0.9547162,0.03758799,0.0009394489,0.001300676,0.002247219,0.003208523],"domain_scores_gemma":[0.9460263,0.04211433,0.003222632,0.001784867,0.004661033,0.002190911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001869377,0.00005693346,0.002560644,0.0004664793,0.00001007155,0.0002239649,0.9829981,0.00005553478,0.0002791802,0.00194827,0.001743572,0.009470219],"study_design_scores_gemma":[0.00009954105,0.0002145488,0.004313193,0.0009240761,0.00002026966,0.00009286488,0.975217,0.0001892563,0.0003742879,0.001601856,0.01692235,0.00003074939],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443504,0.00181468,0.0117519,0.0157634,0.0004712821,0.007410947,0.001921877,0.00006047473,0.01645517],"genre_scores_gemma":[0.9704945,0.0009739579,0.007297756,0.005014215,0.00009867518,0.01103432,0.0004090515,0.00007472955,0.004602858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06251761,"threshold_uncertainty_score":0.3306287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5284212991442356,"score_gpt":0.5768579899168003,"score_spread":0.04843669077256463,"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."}}