{"id":"W4293157117","doi":"10.3390/curroncol29090474","title":"Nomograms Based on Serum N-glycome for Diagnosis of Papillary Thyroid Microcarcinoma and Prediction of Lymph Node Metastasis","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Nomogram; Medicine; Glycome; Internal medicine; Oncology; Glycan; Pathology; Gastroenterology; Biology; Molecular biology; Glycoprotein","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001766589,0.0008799604,0.0004894471,0.002487609,0.0004019976,0.0009157883,0.0002801984,0.0005450238,0.000575653],"category_scores_gemma":[0.003330658,0.0001742091,0.0007846626,0.0009907604,0.0003360972,0.0006719669,0.0004554464,0.0004889423,0.000214005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365195,"about_ca_system_score_gemma":0.0003876847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002288216,"about_ca_topic_score_gemma":0.003501438,"domain_scores_codex":[0.999473,0.000202089,0.00004935303,0.0001023034,0.0001208418,0.00005239373],"domain_scores_gemma":[0.9987452,0.0004226169,0.0002937261,0.00009517112,0.0003032336,0.0001400188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008392453,0.00005547065,0.934482,0.0001511939,0.0003242209,0.0003029136,0.0001371632,0.004451088,0.01375383,0.0003420586,0.00166581,0.04349491],"study_design_scores_gemma":[0.00005277268,0.0003642117,0.8878092,0.00008420995,0.0005675216,0.00155286,0.0005255569,0.09387868,0.008465077,0.001434028,0.005178825,0.00008705957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649666,0.004141182,0.02635219,0.0003961183,0.00009749798,0.0001167367,0.001194614,0.0003553258,0.002379698],"genre_scores_gemma":[0.9878355,0.0007265712,0.01036064,0.00005416681,0.0000310573,0.00003848805,0.000667815,0.00001541365,0.0002703004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002487609,"threshold_uncertainty_score":0.00934273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05794027961593076,"score_gpt":0.341545533127921,"score_spread":0.2836052535119903,"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."}}