{"id":"W4406505209","doi":"10.1016/j.yccm.2013.01.002","title":"10.1016/j.yccm.2013.01.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Morning; Emergency medicine; Medical emergency; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006864423,0.0001260696,0.0002253164,0.00006065083,0.00005586577,0.00001519682,0.00009132163,0.00006243104,0.9991628],"category_scores_gemma":[0.00005110211,0.00009528406,0.00008651683,0.0001644063,0.00002199778,0.00004713783,0.00002861107,0.0001092257,0.9972732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002821854,"about_ca_system_score_gemma":0.00003911775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002579748,"about_ca_topic_score_gemma":1.104707e-7,"domain_scores_codex":[0.9992172,0.00001266315,0.000161123,0.0001863024,0.0001751649,0.0002475138],"domain_scores_gemma":[0.9992316,0.00002776344,0.00001552108,0.0003068598,0.00003004224,0.0003881797],"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":[0.00007076414,0.00007664171,0.000003406121,0.000008564738,0.0000161365,0.00002696735,0.0000163771,0.000002207045,0.00004964109,5.420951e-7,0.5062366,0.4934922],"study_design_scores_gemma":[0.0004570976,0.0003679211,0.0008161876,0.00004507727,0.00003307407,0.00002493904,0.000001863935,0.00005476659,0.0001121608,0.000003723977,0.997955,0.0001281825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005501777,0.0001212846,2.787125e-7,0.003089115,0.000001989537,0.0002087739,0.000007825821,0.0001315696,0.9909374],"genre_scores_gemma":[0.0005764072,0.000001007398,0.000263843,0.0002453058,0.0001625323,0.000009289765,0.00001706093,0.00002543089,0.9986991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.493364,"threshold_uncertainty_score":0.3885571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006968026787765832,"score_gpt":0.2078327013104694,"score_spread":0.2008646745227035,"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."}}