{"id":"W4309662206","doi":"10.20524/aog.2022.0751","title":"Baseline serum Mac-2 binding protein glycosylation isomer as a predictor of hepatocellular carcinoma in chronic hepatitis B patients: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Annals of Gastroenterology","topic":"Clusterin in disease pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Internal medicine; Meta-analysis; Confidence interval; Hazard ratio; Oncology; Gastroenterology; Receiver operating characteristic; Hepatitis B","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":[0.008353946,0.002242027,0.0157112,0.006160774,0.000610679,0.00263033,0.001758573,0.001890282,0.002681688],"category_scores_gemma":[0.0196177,0.001278906,0.03097749,0.007495621,0.0006184004,0.00121959,0.001194736,0.00135807,0.0002544308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845916,"about_ca_system_score_gemma":0.00324946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007782289,"about_ca_topic_score_gemma":0.01643175,"domain_scores_codex":[0.9954081,0.001841313,0.001402111,0.0006198534,0.0005357958,0.0001928696],"domain_scores_gemma":[0.9862199,0.01041912,0.001820177,0.000388873,0.0009601184,0.0001917974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001616414,0.00002899246,0.009110031,0.4069918,0.5697695,0.0001512287,0.00007630992,0.000537077,0.0003114963,0.00009638642,0.0005592739,0.01075146],"study_design_scores_gemma":[0.0002512341,0.0001510772,0.00518779,0.02050437,0.9724062,0.00008547051,0.00003298477,0.0001771487,0.00009222619,0.0001057735,0.0009860703,0.00001971181],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005689512,0.9928934,0.0003411807,0.0001547065,0.00008488479,0.0001436603,0.0004961318,0.00001781844,0.0001785962],"genre_scores_gemma":[0.191764,0.8032809,0.001780163,0.0008144819,0.0002544037,0.0007740972,0.001017,0.00002664569,0.0002883337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0157112,"threshold_uncertainty_score":0.04418045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0877106171017396,"score_gpt":0.3449889683422901,"score_spread":0.2572783512405505,"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."}}