{"id":"W2414793507","doi":"10.1097/pcc.0000000000000735","title":"Description of PICU Unplanned Readmission*","year":2016,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Emergency medicine; Logistic regression; Pediatric intensive care unit; Pediatrics; Internal medicine","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":[0.000975957,0.0003616754,0.0003596521,0.001935664,0.0003326677,0.0007365756,0.0004931893,0.0003125503,0.003005317],"category_scores_gemma":[0.007186732,0.0001506602,0.0005833052,0.00138697,0.0002137226,0.0005211336,0.0007741374,0.0004846816,0.0002198662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004375781,"about_ca_system_score_gemma":0.0006303732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566699,"about_ca_topic_score_gemma":0.00169747,"domain_scores_codex":[0.9982275,0.0004054791,0.000523407,0.0002003448,0.0004578229,0.0001855349],"domain_scores_gemma":[0.9923397,0.001026443,0.005190884,0.0002204581,0.0007308893,0.0004916575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008030693,0.00001750539,0.9968042,0.00006224334,0.00005053874,0.0002159107,0.00008764157,0.0001062329,0.00006935492,0.00003443598,0.0002331546,0.002238402],"study_design_scores_gemma":[0.000006211535,0.0001319114,0.9974998,0.0000505009,0.00002047498,0.001192898,0.0002704705,0.0003736539,0.0001045814,0.00002302027,0.00031856,0.000007824869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934801,0.0008928324,0.0005118834,0.0001025746,0.00004046932,0.00006818639,0.003471253,0.00004121873,0.001391486],"genre_scores_gemma":[0.9971831,0.0002642848,0.0003437098,0.00002318439,0.00003109434,0.00006405213,0.00192906,0.000005176127,0.0001563327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003005317,"threshold_uncertainty_score":0.01005381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076564467244567,"score_gpt":0.3823902532861846,"score_spread":0.2747338065617279,"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."}}