{"id":"W2794120435","doi":"10.1093/jcag/gwy009.186","title":"A186 LOWER HOSPITAL READMISSION RATES IN PATIENTS RECEIVING TIPS FOR ESOPHAGEAL VARICEAL BLEEDING: A NATIONWIDE LINKED ANALYSIS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Western University","funders":"","keywords":"Medicine; Propensity score matching; Transjugular intrahepatic portosystemic shunt; Cirrhosis; Internal medicine; Surgery; Portal hypertension","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":[0.001642177,0.0002775622,0.0005502924,0.00114857,0.0003958661,0.001052249,0.0006398793,0.0007176005,0.001428625],"category_scores_gemma":[0.005419554,0.0004290293,0.001686263,0.002086596,0.0002468605,0.0007205083,0.0008607506,0.0009746407,0.0001760985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004720636,"about_ca_system_score_gemma":0.0004951138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009675761,"about_ca_topic_score_gemma":0.01061985,"domain_scores_codex":[0.9981078,0.0006873153,0.0002538578,0.0004968392,0.0002333869,0.0002207327],"domain_scores_gemma":[0.9951787,0.000899662,0.002717203,0.0004699848,0.00035361,0.0003807741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001975015,0.00004898436,0.9981694,0.00002343111,0.0004377165,0.00004648762,0.0000338579,0.00006617332,0.00006037597,0.00001999841,0.0001752406,0.0007207073],"study_design_scores_gemma":[0.00002251382,0.00006655545,0.9986119,0.000009768991,0.0002282788,0.0001128697,0.000095198,0.000675807,0.00002319307,0.0000261434,0.0001216019,0.000006094418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983407,0.0003174621,0.0001277452,0.00009823182,0.000009246151,0.000007132337,0.0008938047,0.000005456098,0.0002000091],"genre_scores_gemma":[0.9984522,0.0001252971,0.00008513329,0.00005742394,0.0000161253,0.00001132087,0.001184818,0.000003179941,0.00006456335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9903243,"threshold_uncertainty_score":0.01923889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00779348924208492,"score_gpt":0.2495313784026911,"score_spread":0.2417378891606062,"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."}}