{"id":"W4408691742","doi":"10.1080/01924036.2025.2480312","title":"Can housing safeguard the homeless? A longitudinal analysis of violent victimisation, housing, and mental health status of the homeless","year":2025,"lang":"en","type":"article","venue":"International Journal of Comparative and Applied Criminal Justice","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Victimisation; Mental health; Criminology; Psychology; Safeguard; Environmental health; Psychiatry; Suicide prevention; Political science; Poison control; Medicine","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":[0.0005851538,0.0001528892,0.0008365634,0.0002959226,0.0005460209,0.00003110747,0.0002930628,0.00005772928,0.00002008576],"category_scores_gemma":[0.00003603587,0.00009594749,0.0001210198,0.0004391203,0.0003148876,0.00007525615,0.0001566216,0.0003698868,2.248226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977742,"about_ca_system_score_gemma":0.0004735372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008271014,"about_ca_topic_score_gemma":0.00355697,"domain_scores_codex":[0.9978639,0.0003078724,0.0009055125,0.0001488962,0.0005339496,0.0002399088],"domain_scores_gemma":[0.997212,0.0005258946,0.001280358,0.0001152222,0.0007805458,0.00008597636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002350499,0.000579546,0.3269916,0.001310113,0.006142629,0.000004822306,0.4982201,0.003348531,0.001775726,0.1367388,0.0002798118,0.02225774],"study_design_scores_gemma":[0.001257867,0.00008921006,0.4952431,0.0006085733,0.002202266,8.87938e-7,0.4980157,0.0004778678,0.0006390177,0.0009240934,0.0004285405,0.0001129113],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941927,0.001516482,0.001558147,0.001173445,0.0004841191,0.0002550346,0.00008555285,0.000003810928,0.000730694],"genre_scores_gemma":[0.998176,0.001296724,0.0001461012,0.0002151803,0.0001290672,0.000007133542,0.000008501684,0.000006271313,0.00001506068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1682514,"threshold_uncertainty_score":0.4199606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06074175421217893,"score_gpt":0.4325533655835359,"score_spread":0.371811611371357,"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."}}