{"id":"W4367322991","doi":"10.2196/46156","title":"Peer-to–Patient-Aligned Care Team (Peer-to-PACT; P2P), a Peer-Led Home Visit Intervention Program for Targeting and Improving Long-term Care Services and Support for Veterans With High Needs and High Risk: Protocol for a Mixed Methods Feasibility Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIH Clinical Center; U.S. Department of Veterans Affairs","keywords":"Veterans Affairs; Peer support; Nursing; Intervention (counseling); Medicine; Health care; Empowerment; Coaching; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02640178,0.003232113,0.003959853,0.002249369,0.005420001,0.002781709,0.004171116,0.003801981,0.04245383],"category_scores_gemma":[0.01719783,0.003060458,0.003308321,0.001891272,0.002464991,0.00311341,0.002746168,0.006859674,0.007337636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005934618,"about_ca_system_score_gemma":0.03003766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009246618,"about_ca_topic_score_gemma":0.01419756,"domain_scores_codex":[0.984951,0.008900471,0.001618461,0.001451292,0.00144061,0.001638276],"domain_scores_gemma":[0.9896588,0.002581607,0.001348876,0.001121418,0.002968271,0.002321102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2548541,0.2467056,0.009906358,0.0435808,0.001708621,0.001969923,0.01549105,0.008121244,0.00765281,0.01087541,0.09261511,0.306519],"study_design_scores_gemma":[0.6162142,0.1175855,0.0317141,0.01597334,0.001299946,0.0004061989,0.009129928,0.005865735,0.006413947,0.0107109,0.1839664,0.0007198122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002406535,0.00005480836,0.000834533,0.00007603801,0.00003788518,0.9956072,0.0005744094,0.00002408206,0.0003843764],"genre_scores_gemma":[0.000940858,0.00004185483,0.001289492,0.00004407146,0.000006087086,0.9974924,0.00006182617,0.000001472427,0.0001219734],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04245383,"threshold_uncertainty_score":0.1420222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0861556724799923,"score_gpt":0.5308450832261894,"score_spread":0.4446894107461971,"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."}}