{"id":"W4295757593","doi":"10.1002/cncy.22642","title":"Cytohistologic immunohistochemical correlation of epithelial tubo‐ovarian neoplasms: Can cell blocks substitute for tissue?","year":2022,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; University Health Network","funders":"","keywords":"Serous fluid; Medicine; Immunohistochemistry; Pathology; Clear cell; Serous carcinoma; Ascites; Surgical pathology; Ovary; PAX8; Ovarian cancer; Cancer; Internal medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001859601,0.0002102638,0.0005756316,0.0001308893,0.0002021047,0.000004350932,0.0001512452,0.0001336133,0.0009609632],"category_scores_gemma":[0.00004320786,0.0002078392,0.0001587853,0.0001975428,0.0001738113,0.00002453221,0.00008400237,0.0002639145,0.000005609345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008747686,"about_ca_system_score_gemma":0.0005294284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003926889,"about_ca_topic_score_gemma":0.0000571616,"domain_scores_codex":[0.9984862,0.0000702529,0.0004268134,0.0004773317,0.0001945694,0.0003448099],"domain_scores_gemma":[0.9990107,0.0001150149,0.0002583682,0.0003947637,0.0001185985,0.0001024974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007237221,0.002756703,0.15541,0.0006557635,0.0004529907,0.001394876,0.004944458,0.004136834,0.753493,0.006271201,0.01858602,0.04466093],"study_design_scores_gemma":[0.03561978,0.01059847,0.08869699,0.0001686955,0.003215653,0.002444958,0.0007111364,0.001182805,0.4911983,0.002112319,0.3626716,0.001379261],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832208,0.005054407,0.001764973,0.003226392,0.002376996,0.001457631,0.0009671701,0.0000724152,0.001859187],"genre_scores_gemma":[0.9940264,0.0001479433,0.001684198,0.0005644588,0.0002258681,0.001689919,0.0002673261,0.00003459249,0.001359284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3440856,"threshold_uncertainty_score":0.9999523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565060871519646,"score_gpt":0.2818805677973196,"score_spread":0.2662299590821232,"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."}}