{"id":"W2127839741","doi":"10.1016/j.mpdhp.2014.09.004","title":"Adenosquamous carcinoma of the ampulla of vater","year":2014,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Histogenesis; Adenosquamous carcinoma; Ampulla of Vater; Pathology; Carcinoma; Medicine; Ampulla; Adenocarcinoma; Internal medicine; Immunohistochemistry; Cancer","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":[0.0003121908,0.0006130852,0.0005964231,0.002160095,0.001306169,0.001318019,0.00100915,0.001435071,0.002927246],"category_scores_gemma":[0.002747649,0.0004440349,0.0006645692,0.0008583929,0.001269774,0.001292019,0.001517074,0.0007279047,0.0009604553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016534,"about_ca_system_score_gemma":0.0006412963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003173981,"about_ca_topic_score_gemma":0.003485777,"domain_scores_codex":[0.9994474,0.00005202206,0.00005903451,0.0001273873,0.0001034406,0.0002107398],"domain_scores_gemma":[0.9989998,0.0004910376,0.0001016923,0.000157822,0.00005559586,0.0001940212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0005545391,0.00004899387,0.06961221,0.0003212044,0.00008637337,0.882037,0.0006810992,0.0007886816,0.02807906,0.002256527,0.0006762266,0.01485806],"study_design_scores_gemma":[0.0000457374,0.0003077702,0.1119761,0.00007447995,0.00006516255,0.8705457,0.0005412611,0.001054467,0.00950822,0.001109666,0.00472262,0.000048787],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585876,0.006044392,0.00208551,0.001047271,0.0002429781,0.0001204277,0.000927726,0.0001995084,0.03074459],"genre_scores_gemma":[0.9969957,0.00045336,0.0006350399,0.0001375745,0.00007814746,0.000008954869,0.00005736993,0.00001172897,0.001622029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003173981,"threshold_uncertainty_score":0.009792626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005624731335853771,"score_gpt":0.2019174983038854,"score_spread":0.1962927669680317,"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."}}