{"id":"W4220934328","doi":"10.1016/j.jogc.2021.10.011","title":"Clinical Conundrum: A Case of Cervical Giant Condyloma Acuminatum","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Malignancy; Dysplasia; Condyloma Acuminatum; Differential diagnosis; Lesion; Squamous intraepithelial lesion; Biopsy; Malignant transformation; Cervix; Cervical conization; Hysterectomy; Cervical intraepithelial neoplasia; Pathology; Cervical cancer; Human papillomavirus; Cancer; Internal medicine","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":[0.0007473742,0.002909951,0.001561932,0.004946948,0.005100585,0.002502812,0.003810611,0.01444296,0.006549679],"category_scores_gemma":[0.01226346,0.001970955,0.001491414,0.004204981,0.005934103,0.004526723,0.004156593,0.005259246,0.002695053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002840617,"about_ca_system_score_gemma":0.00146562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003749066,"about_ca_topic_score_gemma":0.003410817,"domain_scores_codex":[0.9987137,0.0001420405,0.0001409471,0.0003383525,0.0002162793,0.0004486336],"domain_scores_gemma":[0.9942743,0.002340445,0.0009671634,0.0007038125,0.0003651615,0.001349061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003067944,0.00001080015,0.001169271,0.00003264822,0.000001724601,0.9977047,0.00007975434,0.00003080753,0.0002200503,0.0001715608,0.0001834237,0.0003645713],"study_design_scores_gemma":[0.00001836948,0.00002859631,0.0009913403,0.00001597397,0.000006953371,0.997725,0.0001253341,0.0001590803,0.0001798079,0.0002775187,0.0004643943,0.000007613572],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989876,0.01586843,0.004385102,0.02921996,0.002363808,0.0007370448,0.001108474,0.00062384,0.0467057],"genre_scores_gemma":[0.9885462,0.00132455,0.002000459,0.003081527,0.002308123,0.0000920346,0.0001501084,0.00005640838,0.002440694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01444296,"threshold_uncertainty_score":0.02191091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310842770448393,"score_gpt":0.3325863923966228,"score_spread":0.3015021153517835,"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."}}