{"id":"W4293569084","doi":"10.1097/pas.0000000000001954","title":"Ovarian Signet-ring Stromal Tumor","year":2022,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto; McGill University; University Health Network","funders":"","keywords":"Pathology; Signet ring cell; Stromal cell; Immunohistochemistry; Population; Stroma; Neoplasm; Stromal tumor; Nuclear atypia; Biology; Medicine; Adenocarcinoma; Cancer; Internal medicine","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":[0.0001353974,0.0001536312,0.0001795394,0.0006012892,0.0001778976,0.0002169439,0.0001093728,0.0001498545,0.0008938714],"category_scores_gemma":[0.0009381304,0.0000716239,0.0001242188,0.0003551969,0.0002729206,0.0001839827,0.0001767736,0.0001162472,0.0002561666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179374,"about_ca_system_score_gemma":0.0002090798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005652918,"about_ca_topic_score_gemma":0.0007131888,"domain_scores_codex":[0.9998839,0.00001538293,0.00001403427,0.00002306381,0.00003123176,0.00003235848],"domain_scores_gemma":[0.9996647,0.0001007101,0.000094251,0.00003648012,0.00004050872,0.00006332596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0005433141,0.00006928833,0.7538442,0.0001649281,0.00006012198,0.1466362,0.0003998273,0.000568596,0.05023634,0.0005138412,0.0006443345,0.04631896],"study_design_scores_gemma":[0.00006384041,0.0005066132,0.4036328,0.00003840364,0.00004551395,0.5686886,0.0003604031,0.002070726,0.01803114,0.0005906289,0.005951736,0.00001958528],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963183,0.0007576185,0.0008440049,0.00004719739,0.000014741,0.00002545521,0.0001131358,0.0000284755,0.001851052],"genre_scores_gemma":[0.9992385,0.0001887258,0.0003043815,0.0000186688,0.00001053777,0.000004636741,0.000080284,0.000001719898,0.0001526744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008938714,"threshold_uncertainty_score":0.002990246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466204295680924,"score_gpt":0.2731693508929241,"score_spread":0.2585073079361149,"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."}}