{"id":"W4390042299","doi":"10.1093/geroni/igad104.0535","title":"HOSPITAL-IN-HOME: IMPLEMENTATIONS IN THE VA HEALTH CARE","year":2023,"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":"University of British Columbia","funders":"","keywords":"Implementation; Veterans Affairs; Medicine; Health care; Healthcare system; Nursing; Medical emergency; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02513171,0.0002358982,0.0002629885,0.001131506,0.003095363,0.004860947,0.002638316,0.001232728,0.00221357],"category_scores_gemma":[0.02633418,0.0002882913,0.0005416343,0.001282358,0.002201007,0.001904432,0.006446768,0.001846244,0.0002010145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01339087,"about_ca_system_score_gemma":0.03204519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02460592,"about_ca_topic_score_gemma":0.05026217,"domain_scores_codex":[0.9834577,0.009815293,0.0006919234,0.0006603808,0.002103921,0.00327078],"domain_scores_gemma":[0.9722278,0.008559905,0.002355516,0.002099914,0.00645785,0.008299001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008030442,0.008638027,0.3596586,0.0007765621,0.0002226172,0.0006816667,0.04300075,0.002998315,0.003838711,0.01634449,0.01143575,0.5516015],"study_design_scores_gemma":[0.0005818513,0.01139468,0.6996444,0.001130379,0.0001962742,0.0005968818,0.2126352,0.005795296,0.004788977,0.003406737,0.05965201,0.0001771954],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817425,0.0003460703,0.001632537,0.005561788,0.00008742179,0.0005899508,0.0001526432,0.0001046615,0.009782344],"genre_scores_gemma":[0.9927171,0.0002220316,0.004047717,0.0008277949,0.00002861583,0.0003278649,0.0001545379,0.00001824089,0.001655921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02513171,"threshold_uncertainty_score":0.1329108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05664108507841796,"score_gpt":0.4618177278908057,"score_spread":0.4051766428123877,"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."}}