{"id":"W2112646338","doi":"10.1002/dc.10418","title":"Superficial endometriosis of the cervix: A source of abnormal glandular cells on cervicovaginal smears","year":2004,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Endometriosis; Medicine; Cervix; Stroma; Pathology; Columnar Cell; Colposcopy; Endometrium; Cytology; Cervical cancer; Epithelium; Cancer; Obstetrics; Immunohistochemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003361092,0.0001636119,0.0005169531,0.000233783,0.00006334236,0.000005576999,0.000284111,0.0001545687,0.001120225],"category_scores_gemma":[0.00228522,0.0001159343,0.0002251932,0.0006491203,0.0003609438,0.00002396347,0.000159425,0.0003993779,0.00004417805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009010397,"about_ca_system_score_gemma":0.0002575012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006301086,"about_ca_topic_score_gemma":0.00007271543,"domain_scores_codex":[0.9982615,0.0001155403,0.0004010162,0.0002826567,0.0005496938,0.0003896079],"domain_scores_gemma":[0.9975837,0.00146505,0.0000962063,0.0005022178,0.0002217868,0.0001309826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002884958,0.00273634,0.8944943,0.001129845,0.0001468851,0.0006929251,0.002581106,0.00123602,0.04849898,0.004607079,0.0003865214,0.04060503],"study_design_scores_gemma":[0.004499053,0.00177764,0.8426498,0.0001050033,0.0001353976,0.0001584006,0.0001209844,0.00001047348,0.1486496,0.000288189,0.001489852,0.0001156634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940968,0.0004811521,0.0001790371,0.001335743,0.0002725927,0.0004532938,0.00004915909,0.00001832236,0.003113921],"genre_scores_gemma":[0.9987059,0.000242502,0.0001008258,0.0006476371,0.0001999314,0.0000286553,0.00000974664,0.00002295793,0.00004184019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001506,"threshold_uncertainty_score":0.9997929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01592212603299918,"score_gpt":0.2768234428829817,"score_spread":0.2609013168499825,"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."}}