{"id":"W2094601634","doi":"10.5858/arpa.2011-0312-cr","title":"Papillary Syncytial Metaplasia of Fallopian Tube Endometriosis: A Potential Pitfall in the Diagnosis of Serous Tubal Intraepithelial Carcinoma","year":2012,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Fallopian tube; Endometriosis; Metaplasia; Medicine; Serous fluid; Squamous metaplasia; Gynecology; Pathology; Epithelium","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":[0.0007535581,0.0005036427,0.0003860185,0.001419027,0.0005221753,0.0006581725,0.0004428494,0.001860608,0.0012579],"category_scores_gemma":[0.004035436,0.0004643421,0.0002921433,0.0005121942,0.001231124,0.0009591093,0.000581971,0.0009817937,0.0005799148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003118562,"about_ca_system_score_gemma":0.0002966444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006254275,"about_ca_topic_score_gemma":0.0008355531,"domain_scores_codex":[0.9996287,0.000101893,0.00004827548,0.00004483082,0.00007353646,0.0001028325],"domain_scores_gemma":[0.9988756,0.0005132053,0.0002339251,0.0001268984,0.00006946008,0.0001809138],"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":[0.0002266514,0.00003170772,0.07454816,0.00009477576,0.00001451567,0.9026826,0.0003487924,0.0001247591,0.01198609,0.0004125375,0.0003350777,0.009194321],"study_design_scores_gemma":[0.00001509785,0.0001349554,0.0221513,0.00002759662,0.0000228714,0.9722911,0.0002501456,0.0006060003,0.003174649,0.0003422526,0.0009756064,0.000008409371],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851496,0.005771648,0.002063923,0.001315991,0.0001066805,0.00005015716,0.00003450688,0.00009534937,0.005412217],"genre_scores_gemma":[0.9977065,0.00077058,0.0009728826,0.0001282466,0.0001549748,0.000004657514,0.00001283472,0.000004672426,0.0002445552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001860608,"threshold_uncertainty_score":0.004208088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464518024758742,"score_gpt":0.2649277170786213,"score_spread":0.2502825368310339,"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."}}