{"id":"W2245120212","doi":"10.1007/s00134-015-4173-7","title":"Critical care transition programs and the risk of readmission or death after discharge from ICU","year":2015,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Anesthesiology; Emergency medicine; Intensive care; Intensive care unit; Interrupted Time Series Analysis; Intensive care medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001219227,0.0001890693,0.0005543553,0.00005239385,0.00004117694,0.000007535951,0.00004417448,0.00009106468,0.00009569331],"category_scores_gemma":[0.00351064,0.00007941832,0.00009493796,0.00008991457,0.0006406488,0.0000402135,0.00002621466,0.0001737556,0.000005494699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007916312,"about_ca_system_score_gemma":0.00007102445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349951,"about_ca_topic_score_gemma":0.0001699144,"domain_scores_codex":[0.9987553,0.0001192155,0.0002889674,0.0002811564,0.0003860753,0.0001693066],"domain_scores_gemma":[0.9955925,0.0004035156,0.00006519683,0.0002915263,0.003345575,0.0003016889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.02223421,0.0004161359,0.5951226,0.0006684001,0.0008825382,0.001438683,0.2942765,7.861278e-7,0.0002974606,0.0006018857,0.00844522,0.0756156],"study_design_scores_gemma":[0.03100424,0.0085706,0.1778644,0.006128949,0.006512372,0.0002230937,0.7586938,0.0001100455,0.004651477,0.0007794982,0.005154276,0.0003071964],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403464,0.03299962,0.0001052162,0.02489368,0.000319611,0.0008526096,0.00008116083,0.00003344655,0.0003682135],"genre_scores_gemma":[0.9951035,0.000558388,0.0002091643,0.003375484,0.0003106765,0.0001370802,0.0002593223,0.00002064948,0.00002570574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4644173,"threshold_uncertainty_score":0.4202817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08508745629373621,"score_gpt":0.3675434222592334,"score_spread":0.2824559659654972,"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."}}