{"id":"W2773358534","doi":"10.1007/s00428-017-2279-8","title":"The evolution of endometrial carcinoma classification through application of immunohistochemistry and molecular diagnostics: past, present and future","year":2017,"lang":"en","type":"review","venue":"Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; Western University; London Health Sciences Centre","funders":"","keywords":"Serous carcinoma; Serous fluid; Carcinoma; Endometrial cancer; Clear cell carcinoma; Endometrium; Pathology; Immunohistochemistry; Clear cell; Hematopathology; Biology; Adenocarcinoma; Medicine; Oncology; Cancer; Cancer research; Internal medicine; Ovarian cancer; Gene; Cytogenetics; Genetics","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":[0.002469592,0.0005986459,0.001279746,0.003329088,0.0002371728,0.001861,0.001326608,0.001213214,0.001148027],"category_scores_gemma":[0.002783819,0.0003011376,0.0006312191,0.002990188,0.001030544,0.002317899,0.0007291645,0.001495796,0.0005235775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008948156,"about_ca_system_score_gemma":0.001817352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180125,"about_ca_topic_score_gemma":0.003738271,"domain_scores_codex":[0.9993991,0.0001269474,0.0001145092,0.000126806,0.0001861558,0.00004648944],"domain_scores_gemma":[0.9977462,0.001121559,0.0003273162,0.00006120553,0.0006601737,0.00008363746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008424257,0.00004178271,0.00324334,0.01087058,0.0001525205,0.0002539331,0.0001077958,0.0002803031,0.001486934,0.00297828,0.009419338,0.971081],"study_design_scores_gemma":[0.00003430812,0.0002175314,0.01257716,0.01160342,0.0007249684,0.005381233,0.0005588304,0.0007313596,0.001558666,0.00490385,0.961621,0.00008764605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003171751,0.9983177,0.0002222202,0.0005723074,0.0001383248,0.000002922316,0.00001805417,0.000005062729,0.00040625],"genre_scores_gemma":[0.00316653,0.9947264,0.0008930935,0.0005497236,0.0003509808,0.00000471675,0.00004345828,0.000002683188,0.0002624308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003329088,"threshold_uncertainty_score":0.01306057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06037668101062191,"score_gpt":0.4184849160307588,"score_spread":0.3581082350201369,"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."}}