{"id":"W3168093727","doi":"10.1007/s42399-021-00957-6","title":"IgG4-Related Disease as Mimicker of Malignancy","year":2021,"lang":"en","type":"article","venue":"SN Comprehensive Clinical Medicine","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Malignancy; Radiology; Pancreatic cancer; Biopsy; Disease; Differential diagnosis; Cancer; Surgery; Pathology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068391,0.0003950576,0.0004335187,0.001837604,0.0005348414,0.0007923092,0.0005089362,0.0007274089,0.002616414],"category_scores_gemma":[0.003770094,0.000300299,0.0002646342,0.001119151,0.0006912046,0.0007658179,0.0008184357,0.0004668756,0.0005233395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000243376,"about_ca_system_score_gemma":0.0002328768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006434884,"about_ca_topic_score_gemma":0.0004480806,"domain_scores_codex":[0.9993205,0.0002137944,0.00009893144,0.00008290213,0.000125504,0.0001583993],"domain_scores_gemma":[0.9975581,0.0009873612,0.0007802327,0.0001773455,0.0001331254,0.0003638168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0001809427,0.00004097784,0.9494545,0.00003423176,0.00001306178,0.04566134,0.0001262307,0.00008912597,0.001101057,0.0001218966,0.0001976272,0.002979041],"study_design_scores_gemma":[0.00004584602,0.0004405948,0.5280007,0.00007172136,0.00006311263,0.4656428,0.0008261079,0.001332113,0.001632422,0.0004869402,0.001434643,0.00002298482],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970281,0.00116622,0.000218859,0.00007164398,0.00001763874,0.00001770646,0.00004465866,0.00001820911,0.001417145],"genre_scores_gemma":[0.9995499,0.0001741459,0.0001160786,0.0000264948,0.0000348071,0.000003262643,0.00003591145,0.00000159654,0.00005771141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002616414,"threshold_uncertainty_score":0.008752763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05482014766130992,"score_gpt":0.3897995785395564,"score_spread":0.3349794308782464,"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."}}