{"id":"W36231903","doi":"10.1016/s1701-2163(16)30136-0","title":"The Relationship Between Atypical Glandular Cells of Undetermined Significance on Pap Smear and a Clinically Significant Histologic Diagnosis","year":2004,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Colposcopy; Obstetrics; Referral; Gynecology; Bethesda system; Retrospective cohort study; Histology; Cytology; Pathology; Cancer; Internal medicine; Cervical cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009001023,0.0003067793,0.0002994604,0.002283335,0.0008394503,0.0008361345,0.000967655,0.001811657,0.005439383],"category_scores_gemma":[0.01690147,0.0003872931,0.0003325871,0.0016888,0.001417057,0.0009688765,0.0005539065,0.001469815,0.0004163799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008198688,"about_ca_system_score_gemma":0.001533992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01605606,"about_ca_topic_score_gemma":0.01702576,"domain_scores_codex":[0.9992861,0.0002050961,0.00008780048,0.00009727975,0.0001611052,0.0001627195],"domain_scores_gemma":[0.985347,0.007763687,0.00301827,0.0006348238,0.001246854,0.001989296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001731837,0.00002406409,0.9972997,0.000007770129,0.00001264712,0.001522175,0.00004537563,0.00002387122,0.0001416502,0.0000431411,0.00007034514,0.0006359831],"study_design_scores_gemma":[0.00001789876,0.000191505,0.9839283,0.00001388341,0.00006750009,0.01424884,0.000532939,0.0004215326,0.0001071691,0.0001576584,0.0003014929,0.00001117041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952697,0.0008091144,0.00007380339,0.0004629232,0.00004244389,0.00001238273,0.0001790928,0.000008916184,0.003141447],"genre_scores_gemma":[0.9994843,0.0001574639,0.00006350696,0.00003291306,0.00006347881,0.000002806907,0.00005540845,0.000001073027,0.0001390026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01605606,"threshold_uncertainty_score":0.0319252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054865815734911,"score_gpt":0.3109698240943407,"score_spread":0.2561040083594297,"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."}}