{"id":"W4401223344","doi":"10.1192/bjo.2024.527","title":"A Survey on the Electronic Discharge Summary Process in an Acute Inpatient Ward","year":2024,"lang":"en","type":"article","venue":"BJPsych Open","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Medicine; Medical emergency; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003850452,0.0002171914,0.0002281401,0.00009176037,0.0002064639,0.0001630235,0.001153241,0.0001691074,0.002414736],"category_scores_gemma":[0.0001840691,0.0001406812,0.00004958579,0.0004783723,0.0001178531,0.0006743479,0.0001739291,0.001936891,0.0005053067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008814308,"about_ca_system_score_gemma":0.0003927487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001336775,"about_ca_topic_score_gemma":0.0006245897,"domain_scores_codex":[0.9967061,0.001642646,0.0003221872,0.0004791106,0.0002320685,0.0006178349],"domain_scores_gemma":[0.9981664,0.001227995,0.00007334531,0.000263856,0.0000392526,0.0002291493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01317127,0.009445571,0.07266068,0.0003429074,0.001906003,0.0006549679,0.01138334,0.0002446627,0.005347437,0.03553327,0.6265361,0.2227738],"study_design_scores_gemma":[0.001838126,0.0009649247,0.01310291,0.0001158043,0.0001501979,0.00001314437,0.0001729588,0.006497192,0.003680035,0.004419672,0.9686316,0.0004134135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580218,0.001439516,0.00001413248,0.0182564,0.0017912,0.002273773,0.0001963151,0.00008998088,0.01791691],"genre_scores_gemma":[0.9841188,0.0008720034,0.000003247995,0.0127062,0.0001772227,0.0004907747,0.000137191,0.00002962451,0.001464924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3420955,"threshold_uncertainty_score":0.9984972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2674828271896177,"score_gpt":0.5662636331463071,"score_spread":0.2987808059566894,"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."}}