{"id":"W2236786514","doi":"10.5858/arpa.2015-0381-ed","title":"The 14th Spring Seminar of the Korean Pathologists Association of North America","year":2016,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intraepithelial neoplasia; Dysplasia; Disease; Molecular pathology; Pathology; Surgical pathology; Cancer; General surgery; Internal medicine; Biology","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":[0.00295025,0.001352232,0.0006207644,0.002289571,0.001162802,0.002958917,0.0009496966,0.002088357,0.08326495],"category_scores_gemma":[0.004277593,0.0005080182,0.0008507996,0.0006640998,0.0009606205,0.00289084,0.002426838,0.00479965,0.04009523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402178,"about_ca_system_score_gemma":0.002683515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009325721,"about_ca_topic_score_gemma":0.002922997,"domain_scores_codex":[0.9988798,0.0002041221,0.0001065659,0.0001980468,0.0004124041,0.0001990161],"domain_scores_gemma":[0.9952947,0.0005406326,0.0002931804,0.0001550153,0.001830149,0.001886218],"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":[0.00003522935,0.00002995799,0.0003771316,0.0001148385,0.000006655905,0.0001580836,0.00007916414,0.00004457576,0.0006959438,0.00082208,0.9433649,0.05427144],"study_design_scores_gemma":[0.000005788099,0.00002584539,0.0006900546,0.0001474304,0.000004153748,0.0006267076,0.0001164501,0.00004774531,0.0001520051,0.0006152058,0.9975588,0.000009730123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003020891,0.05532238,0.005556573,0.1068024,0.7043763,0.0002372267,0.0007218393,0.0007842391,0.1231782],"genre_scores_gemma":[0.01826548,0.05810818,0.007795593,0.04126176,0.2746703,0.0003264086,0.001320393,0.0008529576,0.5973989],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08326495,"threshold_uncertainty_score":0.278549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124858587365285,"score_gpt":0.2924215094946817,"score_spread":0.2799356507581532,"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."}}