{"id":"W2078438331","doi":"10.1097/pgp.0000000000000166","title":"Endocervical Adenocarcinoma In Situ Presenting in Fundal Endometrial Polyp","year":2015,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Medicine; Cervical canal; Cervix; Endometrial Polyp; Pathology; Adenocarcinoma; Endocervix; Intraepithelial neoplasia; Squamous intraepithelial lesion; Lesion; Hysteroscopy; Epithelium; Endometrium; Gynecology; Cervical intraepithelial neoplasia; Carcinoma; Cancer; Cervical cancer; Internal medicine; Uterine cervix; Prostate","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":[0.001443692,0.0001220191,0.0005229024,0.0008534013,0.00001207068,0.00002724471,0.000406156,0.0002080868,0.001569759],"category_scores_gemma":[0.007033629,0.00009268295,0.0001635384,0.0003494365,0.0001446306,0.0001563892,0.000232755,0.0009554575,0.00003814102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005388281,"about_ca_system_score_gemma":0.0003639636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004479053,"about_ca_topic_score_gemma":0.0001972995,"domain_scores_codex":[0.9974749,0.0002936302,0.0008245954,0.0002180154,0.0008213422,0.0003675132],"domain_scores_gemma":[0.9979312,0.000854592,0.0001871714,0.0000987906,0.0006339574,0.0002942512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00553953,0.001475495,0.9335368,0.0000138778,0.00006229525,0.03026228,0.0003293197,0.00005185845,0.002564565,0.001127419,0.0003244831,0.02471209],"study_design_scores_gemma":[0.01174578,0.001867586,0.9760745,0.0000131833,0.00001191516,0.002730121,0.0002027006,0.0001253506,0.0004635816,0.004687625,0.001989075,0.00008853935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797083,0.0006504784,0.0001277616,0.005676986,0.001127166,0.0001680849,0.000004129399,0.000008306231,0.01252885],"genre_scores_gemma":[0.9976405,0.00006679023,0.0004985353,0.0007058058,0.0009686269,0.000007791384,0.000005347375,0.000009137758,0.00009747424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04253776,"threshold_uncertainty_score":0.9993429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09458263500591318,"score_gpt":0.3911300602460107,"score_spread":0.2965474252400975,"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."}}