{"id":"W2142882153","doi":"","title":"Improved outcomes for elderly patients who received care on a transitional care unit.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Medicine; Medical prescription; Acute care; Transitional care; Emergency medicine; Hospital readmission; Retrospective cohort study; Health care; Internal medicine","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":[0.0003639967,0.0001778153,0.000264354,0.0004207599,0.0004915555,0.0004974105,0.0001537913,0.000238139,0.001030758],"category_scores_gemma":[0.002709019,0.00008361978,0.0002988401,0.0004572196,0.0001820739,0.0003260607,0.0004752032,0.0003097842,0.00011619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004191515,"about_ca_system_score_gemma":0.0005510208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538742,"about_ca_topic_score_gemma":0.006311056,"domain_scores_codex":[0.9996829,0.00008549647,0.00003730714,0.00003247971,0.00006235699,0.00009952232],"domain_scores_gemma":[0.9987393,0.0001006599,0.000674595,0.00002898939,0.0001367427,0.0003196358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003092705,0.0001747458,0.9862017,0.00005455112,0.00005074192,0.0002731935,0.0001688038,0.0000472337,0.000314204,0.00001953015,0.0004283398,0.01195773],"study_design_scores_gemma":[0.00002139052,0.0004625644,0.9981325,0.00002760436,0.00003087149,0.0005072909,0.0003198477,0.00008305087,0.0001113965,0.00001946901,0.0002807304,0.000003425461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988556,0.0004225717,0.00004653787,0.0001077225,0.00001447731,0.00001310236,0.0001064845,0.000005566467,0.0004279177],"genre_scores_gemma":[0.9994715,0.0001470484,0.0001117944,0.00005494044,0.00001418241,0.000007780057,0.0001311207,5.666903e-7,0.00006107362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002538742,"threshold_uncertainty_score":0.005047917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03698731612160053,"score_gpt":0.3292236591871394,"score_spread":0.2922363430655388,"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."}}