{"id":"W4232426462","doi":"10.1148/radiographics.33.4.135006","title":"Invited Commentary","year":2013,"lang":"en","type":"letter","venue":"Radiographics","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nova Scotia Hospital; Dalhousie University","funders":"","keywords":"Medicine; Pancreatitis; Autoimmune pancreatitis; Pathology; Radiology; 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":[0.005782453,0.001055797,0.002381036,0.001327912,0.006855777,0.007331366,0.003244253,0.08870219,0.02035161],"category_scores_gemma":[0.05059016,0.001127243,0.002060117,0.001182667,0.003732504,0.003375316,0.00306051,0.04938068,0.01273351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01012197,"about_ca_system_score_gemma":0.01089256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01642046,"about_ca_topic_score_gemma":0.02657604,"domain_scores_codex":[0.9929103,0.001748557,0.0006973787,0.0009649075,0.002109965,0.001568819],"domain_scores_gemma":[0.9857126,0.005699249,0.00121891,0.0003933901,0.003870774,0.003104988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001597432,0.00000633655,0.0001816865,0.00003026515,0.000007792238,0.0006407686,0.00005826021,0.00001576562,0.00002465738,0.000823957,0.9962726,0.001921878],"study_design_scores_gemma":[0.0000871476,0.00002634381,0.0007353188,0.0004691842,0.00004438081,0.001449608,0.000334047,0.0001555237,0.00009824178,0.004569876,0.9919624,0.00006796759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001673511,0.00123616,0.00004239874,0.9565903,0.03726679,0.00001424629,0.00005854314,0.00001996878,0.004604252],"genre_scores_gemma":[0.001664273,0.0005724688,0.0000607149,0.9581849,0.03073756,0.00003367499,0.00002446688,0.00001940187,0.008702442],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08870219,"threshold_uncertainty_score":0.07344037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203518944937196,"score_gpt":0.2272905277259824,"score_spread":0.2152553382766104,"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."}}