{"id":"W172901920","doi":"","title":"Defining readmission risk factors for liver transplantation recipients.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Liver transplantation; Hazard ratio; Liver disease; Internal medicine; Risk factor; Transplantation; Proportional hazards model; Emergency medicine; Surgery; Intensive care medicine; Confidence interval","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":[0.001004397,0.0003419647,0.0003882839,0.001092988,0.0002874923,0.0005054564,0.0002975678,0.0004438797,0.00119237],"category_scores_gemma":[0.005436807,0.0001445008,0.0005375904,0.000644855,0.000167675,0.0006147968,0.0003604218,0.000646361,0.0002021707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274585,"about_ca_system_score_gemma":0.000330432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392216,"about_ca_topic_score_gemma":0.002912581,"domain_scores_codex":[0.9994449,0.0002039816,0.0001238504,0.00005563936,0.00008976445,0.00008185588],"domain_scores_gemma":[0.9951336,0.001034519,0.002798264,0.0001464581,0.0003373473,0.0005497905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004373074,0.00001607701,0.9987687,0.000007946471,0.0000131352,0.00005418219,0.00002171466,0.00002216143,0.00003073912,0.000007296934,0.00005533901,0.0009588882],"study_design_scores_gemma":[0.00000350255,0.0001192828,0.9987099,0.0000103888,0.00001741645,0.0004515492,0.0001424098,0.000398208,0.00004178588,0.00003440836,0.00006741343,0.000003726629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981652,0.0006961984,0.0002996042,0.0001475102,0.00001677926,0.00001572637,0.0003134891,0.000009559988,0.0003360033],"genre_scores_gemma":[0.9992138,0.0001290258,0.0002061539,0.0000216539,0.0000233341,0.000008831608,0.0003274768,0.000001437522,0.00006828219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001392216,"threshold_uncertainty_score":0.005311847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04714992411881756,"score_gpt":0.2400009159826229,"score_spread":0.1928509918638053,"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."}}