{"id":"W4396906437","doi":"10.1136/bmjopen-2023-075194","title":"Understanding the impact of a residential housing program for people living with HIV/AIDS: results from a realist evaluation","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Public health; Human immunodeficiency virus (HIV); Epidemiology; Gerontology; Environmental health; Family medicine; Nursing; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04757002,0.001035284,0.001159536,0.0009527131,0.002863288,0.00299251,0.002515963,0.00189851,0.003522356],"category_scores_gemma":[0.05978533,0.0006143294,0.002200127,0.001030686,0.002652571,0.002859749,0.004164272,0.002491604,0.0003175342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01207264,"about_ca_system_score_gemma":0.01580862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282747,"about_ca_topic_score_gemma":0.02993281,"domain_scores_codex":[0.9543533,0.03676984,0.001662488,0.0009357876,0.003408733,0.002869825],"domain_scores_gemma":[0.9656799,0.02006008,0.003133459,0.001602131,0.006240483,0.003283937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.02883746,0.1343618,0.06842531,0.01323389,0.001900374,0.001043573,0.1906927,0.00532598,0.001934058,0.003237476,0.01119818,0.5398093],"study_design_scores_gemma":[0.02893599,0.2893158,0.2596819,0.01123901,0.003294317,0.0005650807,0.3228635,0.006678297,0.007325466,0.00391811,0.06554465,0.0006380271],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833125,0.000537109,0.0006317543,0.001148033,0.00006033105,0.008941889,0.0005388113,0.0000374744,0.00479195],"genre_scores_gemma":[0.9771972,0.001152474,0.005863247,0.0008059555,0.00006323438,0.01272695,0.0006334837,0.00002430951,0.001533124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04757002,"threshold_uncertainty_score":0.2515773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3228222711738699,"score_gpt":0.5524228980534635,"score_spread":0.2296006268795935,"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."}}