{"id":"W4379527319","doi":"10.1007/978-3-031-22599-4_25","title":"Cirrhotic Patients","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Cirrhosis; Ascites; Portal hypertension; Hypovolemia; Intensive care medicine; Asymptomatic; Radiology; Coagulopathy; Surgery; 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":[0.0001654886,0.0003253828,0.000291866,0.0003010018,0.0007342194,0.0006263425,0.0002778426,0.000421897,0.1063681],"category_scores_gemma":[0.0004111361,0.0001386146,0.0001647541,0.0003200263,0.0002332851,0.0005074237,0.0009227528,0.0007604435,0.0389378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162203,"about_ca_system_score_gemma":0.0005331005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047638,"about_ca_topic_score_gemma":0.005412157,"domain_scores_codex":[0.9999182,0.00001894111,0.00000352706,0.000007580668,0.00002322132,0.00002839858],"domain_scores_gemma":[0.9999248,0.00001889438,0.000004721569,0.000004687221,0.000008908823,0.0000379673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005324185,0.0001253337,0.001764791,0.0001536284,0.000004781331,0.001022663,0.0004647848,0.00009116692,0.0002815647,0.0199136,0.7599825,0.216142],"study_design_scores_gemma":[0.00001030348,0.00004665898,0.002352808,0.0001257458,0.000003067083,0.001435056,0.0002091966,0.00003644261,0.00004123028,0.002570842,0.9931653,0.000003314572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005109807,0.01094462,0.0007897956,0.006668383,0.00302426,0.00007401386,0.0003299205,0.0001149846,0.9729442],"genre_scores_gemma":[0.02328187,0.01628558,0.0008240017,0.00949708,0.00167908,0.0000816781,0.0004734477,0.00005108245,0.9478262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1063681,"threshold_uncertainty_score":0.3558369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313556071670896,"score_gpt":0.2307692631518488,"score_spread":0.2076337024351398,"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."}}