{"id":"W4394172203","doi":"10.6084/m9.figshare.21546113","title":"A potential novel inflammation biomarker for predicting the prognosis of decompensated liver cirrhosis","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Biomarker; Cirrhosis; Inflammation; Medicine; Internal medicine; Chemistry","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":[0.0009801165,0.0006805407,0.0008248487,0.001195115,0.0002132313,0.0007222552,0.0002273683,0.0004507549,0.000817911],"category_scores_gemma":[0.001193071,0.0001464444,0.0004174821,0.0008418907,0.0001491829,0.0003919661,0.0003315902,0.0004671913,0.0003104216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196968,"about_ca_system_score_gemma":0.0003124525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003324857,"about_ca_topic_score_gemma":0.0006144737,"domain_scores_codex":[0.999617,0.0001514668,0.00003924532,0.00007142726,0.00007469211,0.00004616821],"domain_scores_gemma":[0.9993206,0.0001671052,0.0002724213,0.00002777793,0.000115024,0.00009700018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002014704,0.0002993282,0.9210938,0.0003638451,0.0003234091,0.000428955,0.0001011311,0.001201439,0.02073837,0.0001569443,0.0004472427,0.05283074],"study_design_scores_gemma":[0.0001680827,0.004705971,0.9538853,0.0001492946,0.0007786723,0.002539692,0.0003250137,0.02026107,0.01110325,0.0008313846,0.005175672,0.00007672171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9812942,0.01302616,0.003673066,0.0003105508,0.0001026369,0.00006444247,0.0006477764,0.00005372587,0.0008274688],"genre_scores_gemma":[0.9937651,0.001624999,0.003397495,0.0000774201,0.0001605259,0.00004854793,0.0004313372,0.000004063988,0.0004904019],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.001195115,"threshold_uncertainty_score":0.005183458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05016386035945829,"score_gpt":0.2890501492091261,"score_spread":0.2388862888496678,"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."}}