{"id":"W2768712510","doi":"10.1007/s12029-017-0032-9","title":"Expression and Serum Levels of Mucin 5AC (MUC5AC) as a Biomarker for Cholangiocarcinoma: a Meta-analysis","year":2017,"lang":"en","type":"review","venue":"Journal of Gastrointestinal Cancer","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Meta-analysis; Medicine; Biomarker; Odds ratio; Internal medicine; Confidence interval; Mucin; Oncology; Population; Gastroenterology; Pathology; Biology; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009446436,0.0003355718,0.002107117,0.0004049527,0.00008885417,0.0000606307,0.0004422377,0.000156443,0.0003418478],"category_scores_gemma":[0.0006593213,0.0002234084,0.00261147,0.0001620717,0.0001169599,0.00001318087,0.0001615017,0.0002757701,0.000001391092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003830524,"about_ca_system_score_gemma":0.0006638889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003365242,"about_ca_topic_score_gemma":0.00003519416,"domain_scores_codex":[0.9979385,0.000192347,0.0008698677,0.0003435938,0.0003774266,0.0002782238],"domain_scores_gemma":[0.9966328,0.0000775214,0.001880052,0.0004503023,0.0007624987,0.000196879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001750016,0.0003863179,0.001070517,0.01723958,0.1272779,0.0002142926,0.0000557163,0.00004387671,0.02565946,0.00002341002,0.008350965,0.817928],"study_design_scores_gemma":[0.001256693,0.001732312,0.001081672,0.002587609,0.1046325,0.002054324,0.00002201065,0.00003488184,0.001694442,0.00003587163,0.8844211,0.0004465536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005591873,0.9962711,0.001791234,0.0001062306,0.00004665005,0.0004741161,0.0006095215,0.000001695755,0.0001402511],"genre_scores_gemma":[0.01253434,0.9753498,0.008061389,0.000041385,0.000410588,0.00009765616,0.00004501031,0.000070426,0.003389414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8760701,"threshold_uncertainty_score":0.9110332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3078270270626862,"score_gpt":0.4673550189227211,"score_spread":0.159527991860035,"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."}}