{"id":"W4236763868","doi":"10.1093/geront/gnw162.1304","title":"A STATEWIDE MODEL FOR TRANSITIONING NURSING HOME RESIDENTS TO THE COMMUNITY","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Nursing homes; Medicine; Gerontology","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":[0.007041486,0.0005346296,0.0004966115,0.002410089,0.00134941,0.004308508,0.001886961,0.001071791,0.009201233],"category_scores_gemma":[0.01192896,0.0002943335,0.002187855,0.002851089,0.0006461128,0.00356882,0.002884619,0.001318768,0.001039659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007217236,"about_ca_system_score_gemma":0.01410524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0834211,"about_ca_topic_score_gemma":0.1461551,"domain_scores_codex":[0.9967446,0.002172689,0.0002075323,0.0004037556,0.0002530565,0.0002182149],"domain_scores_gemma":[0.9958785,0.002198119,0.0003781934,0.0002183847,0.000961577,0.0003651719],"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":[0.000870854,0.002129275,0.1574745,0.007287879,0.002710618,0.0008232151,0.01845792,0.1012523,0.0003891189,0.2957455,0.04985705,0.3630018],"study_design_scores_gemma":[0.001053418,0.003199501,0.1389918,0.01401223,0.005514694,0.00119587,0.04492977,0.3534147,0.0005697043,0.2552605,0.18134,0.0005178509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.49138,0.01545352,0.2290546,0.0427282,0.001649458,0.008949679,0.01676527,0.001821704,0.1921975],"genre_scores_gemma":[0.8945111,0.004284149,0.08371514,0.001127959,0.00006015183,0.00410098,0.004372179,0.00006512865,0.007763246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0834211,"threshold_uncertainty_score":0.1658711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1688433316080529,"score_gpt":0.449776472314634,"score_spread":0.2809331407065812,"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."}}