{"id":"W2744398783","doi":"10.1177/0733464817723089","title":"Discharge Home From Hospital: How DIRE Can It Be?","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Bootstrapping (finance); Medicine; Hospital discharge; Sample (material); Residential care; Gerontology; Medical emergency; Emergency medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003955638,0.0001949201,0.0007207863,0.0001047192,0.0009800263,0.00004665399,0.0006467194,0.0003498777,0.0004731349],"category_scores_gemma":[0.0001309701,0.0001526824,0.0001604125,0.00003535765,0.000151832,0.00015018,0.0001306934,0.0008336388,0.00004846998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001627813,"about_ca_system_score_gemma":0.000278797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006302049,"about_ca_topic_score_gemma":0.00154468,"domain_scores_codex":[0.9983266,0.0000936236,0.0005535595,0.0002192208,0.0002660436,0.0005409503],"domain_scores_gemma":[0.9971293,0.0002687275,0.00157803,0.0005949376,0.0001917203,0.000237288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00106892,0.0003190526,0.05029855,0.0001097963,0.0004824034,0.0002041327,0.04363684,0.000001139722,0.003622637,0.005217347,0.8690456,0.02599358],"study_design_scores_gemma":[0.006442034,0.0006953243,0.5366597,0.0002011018,0.0003840571,0.00002861671,0.03427552,0.000004145395,0.0004506356,0.01263434,0.4075836,0.0006409021],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8731854,0.0004131763,0.0001351205,0.1047599,0.006700919,0.0002870449,0.0000536667,0.00002605618,0.01443878],"genre_scores_gemma":[0.9948722,0.0001510267,0.0006391825,0.0006783189,0.001989892,0.00001587634,0.00001207498,0.00002949496,0.00161194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4863612,"threshold_uncertainty_score":0.7537669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05975821543865338,"score_gpt":0.3802789086613464,"score_spread":0.3205206932226931,"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."}}