{"id":"W4403391582","doi":"10.1136/gutjnl-2024-basl.76","title":"P67 Assessment of prognostic scores in patients undergoing transjugular intrahepatic portosystemic shunts for ascites","year":2024,"lang":"en","type":"article","venue":"","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Transjugular intrahepatic portosystemic shunt; Ascites; Medicine; Internal medicine; Radiology; Portosystemic shunt; Portal hypertension; Cirrhosis","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":[0.0005670002,0.0002335822,0.000286952,0.001263895,0.000252564,0.0004713918,0.0002201706,0.0003046737,0.001105558],"category_scores_gemma":[0.002455523,0.0001324626,0.0002438212,0.0008713287,0.0002343413,0.0004354634,0.0003784687,0.0003522461,0.0002813583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000246498,"about_ca_system_score_gemma":0.0002742972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044501,"about_ca_topic_score_gemma":0.001359593,"domain_scores_codex":[0.9997575,0.00005960005,0.00003960591,0.00002734149,0.00005025815,0.00006575918],"domain_scores_gemma":[0.9984699,0.0002723661,0.0007602447,0.00003328272,0.0001483852,0.0003157773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004308367,0.00001825059,0.9957815,0.00001297824,0.00000987945,0.0002507236,0.00003529508,0.00003536624,0.0002586368,0.000009328161,0.00008883114,0.00306845],"study_design_scores_gemma":[0.00002899949,0.0005260485,0.9958889,0.00001947988,0.00002989861,0.001943549,0.0002848521,0.000685336,0.0002398363,0.00006836605,0.000277032,0.000007725939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986483,0.0005436499,0.0001128857,0.00006242816,0.00001427365,0.00001050194,0.0001113168,0.000004687706,0.0004919429],"genre_scores_gemma":[0.9994814,0.0001494743,0.0001245501,0.00001204567,0.00001908515,0.000005501022,0.000149659,0.000001151219,0.00005736878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001263895,"threshold_uncertainty_score":0.003698409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019995829004236,"score_gpt":0.28707984500965,"score_spread":0.2768798867196076,"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."}}