{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004125719,0.0006072014,0.0005565064,0.0005879438,0.009233541,0.006628052,0.001396948,0.004408251,0.01894092],"category_scores_gemma":[0.01960511,0.0004368946,0.0007016557,0.0006047817,0.004728163,0.00861576,0.01119785,0.01627616,0.007403305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005377611,"about_ca_system_score_gemma":0.01427928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004870222,"about_ca_topic_score_gemma":0.01424886,"domain_scores_codex":[0.9931161,0.003002936,0.0003461768,0.0004615232,0.001649539,0.001423825],"domain_scores_gemma":[0.9882086,0.0008308429,0.0007451102,0.0002978936,0.001578322,0.00833923],"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":[0.0001087269,0.0003603934,0.006879272,0.0004228501,0.0000352693,0.001344429,0.01311044,0.0001006691,0.0003248968,0.01628973,0.8237559,0.1372674],"study_design_scores_gemma":[0.00007945877,0.0004862948,0.0165759,0.00260552,0.00003730214,0.003776345,0.07207907,0.0002641399,0.0004756028,0.03460968,0.8688176,0.0001930899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02789829,0.00977123,0.005977561,0.8543037,0.02482834,0.0002032834,0.00030196,0.0004473529,0.07626831],"genre_scores_gemma":[0.3260808,0.02623989,0.01181654,0.5526214,0.008500016,0.0004519104,0.0009957495,0.0006251389,0.07266855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01894092,"threshold_uncertainty_score":0.06336373,"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."}}