{"id":"W2784276875","doi":"10.1097/tp.0000000000002053","title":"Early Hospital Readmission","year":2018,"lang":"en","type":"letter","venue":"Transplantation","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; St. Paul's Hospital; Saskatchewan Hospital","funders":"","keywords":"Psychological intervention; Metric (unit); Medicine; Intensive care medicine; Waiting list; MEDLINE; Transplantation; Medical emergency; Nursing; Operations management; Surgery; Engineering; Political science","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":[0.003409365,0.0006337001,0.00102153,0.001293775,0.002769431,0.002821785,0.001472346,0.01845405,0.006925669],"category_scores_gemma":[0.04508657,0.0004403245,0.0009604892,0.001048706,0.001195028,0.002975661,0.00130821,0.01985788,0.004432109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004067332,"about_ca_system_score_gemma":0.00292711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004931787,"about_ca_topic_score_gemma":0.01202688,"domain_scores_codex":[0.9956141,0.001205479,0.0008758349,0.0004888729,0.001321659,0.0004941346],"domain_scores_gemma":[0.974159,0.01080428,0.003050533,0.0009062096,0.007954318,0.00312557],"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":[0.00002530124,0.00002360378,0.00338563,0.00008110578,0.00001838631,0.001095466,0.00009363001,0.00003765871,0.00008801792,0.0007526586,0.9807187,0.01367972],"study_design_scores_gemma":[0.0002267691,0.0002450113,0.0279078,0.003534313,0.0001091941,0.0129637,0.00197331,0.001027126,0.0008093522,0.009779574,0.9412171,0.0002066228],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006559847,0.00224261,0.00009328327,0.9772835,0.01705642,0.000009812351,0.0001045429,0.00003626063,0.002517523],"genre_scores_gemma":[0.0117854,0.004294472,0.0002370252,0.8713346,0.1086815,0.00004379523,0.0001717761,0.00003590274,0.003415449],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01845405,"threshold_uncertainty_score":0.02951068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013977761903877,"score_gpt":0.2709541159392386,"score_spread":0.2569763540353616,"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."}}