{"id":"W1946496733","doi":"10.1111/imj.12919","title":"Improving discharge planning communication between hospitals and patients","year":2015,"lang":"en","type":"article","venue":"Internal Medicine Journal","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Hospital discharge; Medical emergency; Patient discharge; Discharge planning; MEDLINE; Family medicine; Nursing; 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":[0.001140061,0.0001559878,0.0003106539,0.0001832997,0.0004323724,0.00001717219,0.0002747146,0.0001223326,0.0001213837],"category_scores_gemma":[0.007066071,0.0001093595,0.00003485454,0.00008721195,0.000133807,0.0002738821,0.0001983055,0.001427553,0.00003842597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001813795,"about_ca_system_score_gemma":0.0000951534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004036008,"about_ca_topic_score_gemma":0.00000837588,"domain_scores_codex":[0.9979065,0.0004657883,0.0007288591,0.0001377673,0.000436227,0.000324857],"domain_scores_gemma":[0.9956281,0.001155353,0.0005914706,0.0001884538,0.001990864,0.000445722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005274617,0.000007197095,0.8403618,0.00002530593,0.00002869821,0.00000533289,0.008556365,5.523872e-7,0.00001936102,0.00004102305,0.14728,0.003621625],"study_design_scores_gemma":[0.006020341,0.002047164,0.8947265,0.01025023,0.0001152136,0.00005432968,0.0330996,0.00009441917,0.00002980744,0.001824345,0.05141687,0.0003212042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770892,0.001481013,0.002025055,0.001634484,0.004419447,0.0002398621,0.00001394484,0.00003216598,0.01306489],"genre_scores_gemma":[0.995355,0.00006399288,0.0002651568,0.001879645,0.001420134,0.000008224396,0.00003351937,0.00002186699,0.0009525379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0958631,"threshold_uncertainty_score":0.8459257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235387816368714,"score_gpt":0.4245513552777938,"score_spread":0.3010125736409223,"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."}}