{"id":"W2417315666","doi":"10.1097/ncm.0000000000000148","title":"Predicting Adverse Outcomes After Discharge From Complex Continuing Care Hospital Settings to the Community","year":2016,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interior Health; Public Health Ontario; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Polypharmacy; Depression (economics); COPD; Logistic regression; Incidence (geometry); Heart failure; Acute care; Emergency medicine; Adverse effect; Intensive care medicine; Physical therapy; Health care; Internal medicine","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":[0.0004749867,0.0002598225,0.0002663562,0.0004949532,0.0006010724,0.0007112548,0.0004128463,0.0003831954,0.001544208],"category_scores_gemma":[0.006780424,0.00011812,0.0002943049,0.000584979,0.0002397751,0.0002832,0.0006936702,0.0007099538,0.0001252269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186627,"about_ca_system_score_gemma":0.001648081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08818278,"about_ca_topic_score_gemma":0.1383881,"domain_scores_codex":[0.9994836,0.000102508,0.00004755006,0.00007763012,0.0001372413,0.000151506],"domain_scores_gemma":[0.9958456,0.0003504301,0.001990812,0.0000993762,0.000746375,0.0009673845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002402982,0.00002342505,0.9988272,0.000004034469,0.000009372159,0.00002908191,0.00004894619,0.00001606102,0.00001495112,0.000002611854,0.0000946162,0.0009056618],"study_design_scores_gemma":[0.000003160137,0.00004029448,0.9995471,0.000006900511,0.000004902513,0.00004434397,0.0001469187,0.0001380105,0.00001012049,0.000007178716,0.00004916431,0.000001780093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994581,0.00006253792,0.00002368981,0.00007081759,0.000003373711,0.0000105409,0.0001417112,0.000001944105,0.0002272796],"genre_scores_gemma":[0.9995444,0.00004743442,0.00004134031,0.00002104338,0.000006500186,0.000005033581,0.0002637052,6.088134e-7,0.00006980858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08818278,"threshold_uncertainty_score":0.175339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605025384245933,"score_gpt":0.3550527294088412,"score_spread":0.3290024755663819,"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."}}