{"id":"W4394783406","doi":"10.1002/jhm.13367","title":"Things We Do for No Reason™: Discharge before noon","year":2024,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Noon; Intensive care medicine; Atmospheric sciences","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":[0.0005136115,0.0001971859,0.0005754796,0.0001799299,0.00007472743,0.0000131797,0.0001203192,0.00007757815,0.0002390371],"category_scores_gemma":[0.001026084,0.000109661,0.0002998541,0.0002112295,0.0001282129,0.000284632,0.00003187626,0.0004048512,0.00002147556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006605186,"about_ca_system_score_gemma":0.00008108687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004761976,"about_ca_topic_score_gemma":6.204039e-7,"domain_scores_codex":[0.9984643,0.000008706947,0.0006037355,0.0001783707,0.0004918666,0.0002530468],"domain_scores_gemma":[0.998768,0.0001187252,0.0001783291,0.0001415374,0.0005974267,0.0001959546],"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":[0.0004023501,0.0002901462,0.00247699,0.0016996,0.001149969,0.0005346645,0.01178083,3.525784e-7,0.003433167,0.006182609,0.9444273,0.02762208],"study_design_scores_gemma":[0.003638788,0.02401278,0.002383328,0.01219034,0.001515165,0.0006531717,0.004605526,0.0001786991,0.0004517603,0.003654838,0.9464343,0.0002812787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3150159,0.2727489,0.002956027,0.3608409,0.03223525,0.001273982,0.00006586579,0.0001620869,0.01470111],"genre_scores_gemma":[0.9653705,0.01414763,0.003136089,0.001263037,0.01133562,0.00001858319,0.00001853403,0.00007349993,0.004636445],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6503547,"threshold_uncertainty_score":0.4471845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00964110032016492,"score_gpt":0.2979842325946638,"score_spread":0.2883431322744989,"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."}}