{"id":"W2921658426","doi":"10.1002/cncy.22110","title":"Cytomorphologic and molecular analyses of fallopian tube fimbrial brushings for diagnosis of serous tubal intraepithelial carcinoma","year":2019,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Cancer Institute; National Institutes of Health; Ovarian Cancer Research Alliance; Gray Foundation; Congressionally Directed Medical Research Programs; Johns Hopkins University; U.S. Department of Defense","keywords":"Fallopian tube; Serous carcinoma; Pathology; Serous fluid; Medicine; Immunostaining; Cytopathology; Papanicolaou stain; Serous Cystadenoma; Ovarian cancer; Cytology; Cancer; Immunohistochemistry; Gynecology; Cervical cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006135985,0.00025402,0.0001806722,0.001900042,0.0003205705,0.0003571192,0.0003091702,0.0003170303,0.0007736809],"category_scores_gemma":[0.001799161,0.0001492196,0.0001317163,0.0004422054,0.0003436096,0.000200692,0.000291571,0.0001985517,0.0002279755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101371,"about_ca_system_score_gemma":0.0002296994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008844332,"about_ca_topic_score_gemma":0.001894331,"domain_scores_codex":[0.9998004,0.00003472441,0.00003933447,0.00002964731,0.00006816698,0.00002774445],"domain_scores_gemma":[0.9994429,0.0001789964,0.00007457264,0.00005273,0.0001563352,0.00009453225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007436218,0.00009471201,0.7051798,0.0001204147,0.00004313053,0.006867282,0.0005147024,0.0002300272,0.2595667,0.0001530033,0.0003041483,0.0261825],"study_design_scores_gemma":[0.00006264573,0.0005587335,0.8819171,0.00004362259,0.0001113844,0.02227855,0.0007375071,0.003917114,0.08799542,0.0001817365,0.002182273,0.00001401161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972812,0.0006854137,0.001154838,0.00004151972,0.00001075615,0.00004942467,0.00006233586,0.00002808987,0.0006864259],"genre_scores_gemma":[0.9960896,0.0002703866,0.003343209,0.0000258708,0.000009031834,0.00002434004,0.0001305877,0.000004887606,0.0001021404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001900042,"threshold_uncertainty_score":0.003245056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211854681770394,"score_gpt":0.3316630581945582,"score_spread":0.2995445113768542,"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."}}