{"id":"W3196569367","doi":"10.1136/gutjnl-2021-iddf.70","title":"IDDF2021-ABS-0045 Efficacy of MAC-2 binding protein glycosylation isomer as fibrosis presence and severity biomarker in hepatitis: a systematic review","year":2021,"lang":"en","type":"review","venue":"","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomarker; Cirrhosis; Medicine; Internal medicine; Hepatitis C; Receiver operating characteristic; Hepatitis B; Gastroenterology; Biology","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":[0.005527655,0.001365716,0.00870591,0.009488048,0.0006877587,0.002720681,0.002003763,0.002153503,0.0207263],"category_scores_gemma":[0.02164758,0.0007477874,0.00558452,0.009237506,0.0006626125,0.00239378,0.001648788,0.0008716119,0.001385707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002559111,"about_ca_system_score_gemma":0.00946869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005695572,"about_ca_topic_score_gemma":0.01452921,"domain_scores_codex":[0.9954631,0.001093831,0.002029103,0.0003883226,0.0008313023,0.000194382],"domain_scores_gemma":[0.9849823,0.009861734,0.003046607,0.0002710384,0.001608539,0.0002299791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000201392,0.00001201814,0.0007417896,0.9796183,0.004280051,0.00006646341,0.0000819356,0.00003283182,0.0001591253,0.000131743,0.002046523,0.01262783],"study_design_scores_gemma":[0.000496855,0.0001749247,0.00515296,0.9218573,0.05339924,0.0002685139,0.000191369,0.00008728492,0.0001628975,0.0002429226,0.01793041,0.00003538336],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003607961,0.9845474,0.0004085578,0.001158432,0.0004743314,0.001865551,0.00633601,0.00005600704,0.001545769],"genre_scores_gemma":[0.02611565,0.9631237,0.001092706,0.002703272,0.0003931435,0.003098101,0.002601331,0.00003126267,0.000840791],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0207263,"threshold_uncertainty_score":0.06933635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03710205830582131,"score_gpt":0.3426097159172745,"score_spread":0.3055076576114532,"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."}}