{"id":"W7118101234","doi":"10.1093/geroni/igaf122.2818","title":"Affordable Senior Housing in Rural Massachusetts – Gaps and Solutions to Improve Services and Supports for Residents","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicaid; Affordable housing; Service (business); Quarter (Canadian coin); Telehealth; Service provider; Aging in place; Health care; Human services","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002594057,0.000362494,0.0003254982,0.0007019486,0.00362501,0.002620855,0.002023627,0.002008164,0.009169575],"category_scores_gemma":[0.00398741,0.000256892,0.0004848486,0.0007057617,0.001100544,0.002004199,0.005091183,0.001603547,0.0005786557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00512396,"about_ca_system_score_gemma":0.0162605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08238285,"about_ca_topic_score_gemma":0.229002,"domain_scores_codex":[0.9987454,0.0003713816,0.00005599189,0.00007885377,0.0001717922,0.0005765009],"domain_scores_gemma":[0.996516,0.0003152787,0.0003320246,0.0001114922,0.0005291873,0.002195912],"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":[0.0002358964,0.001548174,0.1742434,0.003211974,0.0002401648,0.004877318,0.0348749,0.001258605,0.005373807,0.02039852,0.2965794,0.4571578],"study_design_scores_gemma":[0.0001892185,0.001717127,0.3726792,0.005011252,0.0002046813,0.001203745,0.1114967,0.002565208,0.0008287777,0.01224035,0.4917282,0.0001355549],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3495181,0.02994638,0.002029032,0.5952241,0.001765443,0.0002004791,0.0005061617,0.0002637508,0.02054648],"genre_scores_gemma":[0.9422917,0.01465447,0.006088219,0.02427763,0.0009024324,0.0003649075,0.0005134672,0.00003500268,0.0108722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08238285,"threshold_uncertainty_score":0.1638067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267838241872466,"score_gpt":0.3682924302790321,"score_spread":0.3456140478603075,"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."}}