{"id":"W4210572782","doi":"10.1097/md.0000000000028529","title":"Predictive value of liver cirrhosis using metabolite biomarkers of bile acid in the blood","year":2022,"lang":"en","type":"article","venue":"Medicine","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Metabolite; Predictive value; Cirrhosis; Bile acid; Value (mathematics); MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006286866,0.0006795077,0.003987137,0.004851759,0.000290217,0.001648567,0.0008576048,0.001004645,0.002524623],"category_scores_gemma":[0.03377638,0.0003664311,0.004417015,0.004508588,0.0005653385,0.001080077,0.0005692575,0.0007375765,0.000195385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009559983,"about_ca_system_score_gemma":0.00398367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003203604,"about_ca_topic_score_gemma":0.00504995,"domain_scores_codex":[0.9946305,0.002131372,0.001657289,0.0005089047,0.0009543494,0.0001176187],"domain_scores_gemma":[0.9690532,0.02371731,0.004909681,0.0004118218,0.001727146,0.0001807955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001898195,0.00007735984,0.05200126,0.7673618,0.04279834,0.0002469514,0.0001934364,0.0005592172,0.0004246242,0.0006302586,0.004153791,0.1296548],"study_design_scores_gemma":[0.001309511,0.001182007,0.1442317,0.4956096,0.3146319,0.001972177,0.0004903598,0.001772239,0.001338846,0.00308041,0.03420637,0.0001748638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005797604,0.9920524,0.0003019508,0.0005541265,0.0001472086,0.0001580645,0.0005855341,0.000008618372,0.0003944996],"genre_scores_gemma":[0.1849562,0.8090049,0.002685919,0.001012337,0.0005188228,0.0005755625,0.0009490435,0.00001063455,0.0002866345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006286866,"threshold_uncertainty_score":0.03324848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357956869510567,"score_gpt":0.2747924119110668,"score_spread":0.2512128432159612,"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."}}