{"id":"W2404061968","doi":"10.1097/pgp.0000000000000202","title":"Article by Natalie Banet and Robert J. Kurman","year":2015,"lang":"en","type":"letter","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Johns Hopkins University","keywords":"Calretinin; Biology; PAX8; Serous fluid; Epithelium; Fimbria; Pathology; Columnar Cell; Ovary; Cell biology; Gene; Immunohistochemistry; Medicine; Immunology; Genetics; Transcription factor","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004398931,0.001439813,0.001778251,0.001120662,0.001614741,0.004125257,0.003045542,0.01990245,0.009522108],"category_scores_gemma":[0.02668102,0.0008534116,0.001170328,0.000719879,0.002287649,0.005256717,0.002220802,0.03005689,0.01253706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852993,"about_ca_system_score_gemma":0.002996951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203968,"about_ca_topic_score_gemma":0.002731672,"domain_scores_codex":[0.9974809,0.0005607992,0.0003077712,0.0004444593,0.0009293168,0.0002768374],"domain_scores_gemma":[0.9911175,0.003444576,0.0006595961,0.0003142048,0.0033404,0.001123806],"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":[0.00002756619,0.00001117368,0.0001153685,0.00006995793,0.000009734279,0.000199802,0.00002829479,0.00001391965,0.00005391308,0.0003934364,0.9943901,0.004686825],"study_design_scores_gemma":[0.00004514742,0.00002489063,0.0004934813,0.0001626252,0.00001714124,0.001060757,0.0001437257,0.00009171043,0.0001610787,0.0009863774,0.9967749,0.00003814599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001859674,0.00650866,0.0002219892,0.7950131,0.1967974,0.00002033342,0.00007185446,0.00006755583,0.00111309],"genre_scores_gemma":[0.001946165,0.00794446,0.0003872219,0.8253058,0.1543494,0.00005249675,0.00009026495,0.00006578706,0.009858281],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01990245,"threshold_uncertainty_score":0.03185463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016410990673032,"score_gpt":0.2974116344447774,"score_spread":0.277247524538047,"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."}}