{"id":"W1882737284","doi":"10.1111/his.12784","title":"Ovarian hilar proliferations resembling Sertoli cell tumours: microscopic neoplasms or non‐neoplastic remnants?","year":2015,"lang":"en","type":"article","venue":"Histopathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; University Health Network","funders":"","keywords":"Sertoli cell; Pathology; Differential diagnosis; Biology; Immunohistochemistry; Medicine; Spermatogenesis; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002417321,0.000270036,0.0005345418,0.0002368619,0.0001717705,0.0000337329,0.0001259876,0.0001984121,0.0001908882],"category_scores_gemma":[0.0002103887,0.0002148632,0.00009122634,0.0002925516,0.0001157538,0.00009535948,0.00006114448,0.0002692046,0.0005171971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004845447,"about_ca_system_score_gemma":0.001020661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180723,"about_ca_topic_score_gemma":0.0002535832,"domain_scores_codex":[0.9981966,0.00009786473,0.0004162487,0.0005670589,0.00023458,0.0004876307],"domain_scores_gemma":[0.9986049,0.00009329891,0.0001412752,0.0005677806,0.0002060073,0.0003867535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004183434,0.00558459,0.7361525,0.0007503938,0.00007769275,0.02296937,0.01204002,0.0003230766,0.06010371,0.001417215,0.154155,0.002242916],"study_design_scores_gemma":[0.0349786,0.01088349,0.6516215,0.0009023834,0.001980802,0.01107509,0.001174019,0.001524539,0.03308184,0.0006210275,0.2506187,0.001538061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776623,0.001521307,0.001428768,0.005948113,0.002213199,0.001093091,0.00004160944,0.0001754388,0.009916214],"genre_scores_gemma":[0.9815633,0.00009524205,0.008723767,0.001130157,0.0004316331,0.0002227848,0.00007349934,0.00005781289,0.007701825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09646362,"threshold_uncertainty_score":0.8761868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05056746819515919,"score_gpt":0.3072175443366826,"score_spread":0.2566500761415234,"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."}}