{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004761471,0.0002272513,0.0002995901,0.001898699,0.0001974782,0.0005820062,0.0004047966,0.0003652878,0.001411964],"category_scores_gemma":[0.0123242,0.0002522733,0.00009369424,0.0009681097,0.000787161,0.0008387595,0.0005057093,0.0002235178,0.0006808923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261571,"about_ca_system_score_gemma":0.0002984187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005666404,"about_ca_topic_score_gemma":0.001188579,"domain_scores_codex":[0.998458,0.0006666629,0.0002595388,0.0001457459,0.0003670806,0.0001029215],"domain_scores_gemma":[0.9913754,0.003576501,0.001769159,0.001251994,0.001699809,0.0003272126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000550043,0.00002485653,0.9415461,0.0002124884,0.00005132231,0.001424388,0.0003778691,0.0001524718,0.02506307,0.0001787285,0.0003030531,0.03011551],"study_design_scores_gemma":[0.00003728433,0.0006632407,0.9246621,0.0004446208,0.0002873436,0.01911546,0.002672707,0.003240278,0.03354381,0.0006886353,0.0146186,0.00002599323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817414,0.01006935,0.005562818,0.0002491756,0.00007541893,0.00008276571,0.0001296301,0.00003754982,0.00205199],"genre_scores_gemma":[0.9935172,0.002117899,0.003821321,0.00006658298,0.00003111211,0.00003051625,0.0001994051,0.00001095512,0.0002051812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004761471,"threshold_uncertainty_score":0.02518135,"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."}}