{"id":"W3014428003","doi":"10.1097/pas.0000000000001480","title":"Invasive Stratified Mucin-producing Carcinoma (ISMC) of the Cervix","year":2020,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Pathology; Adenocarcinoma; Adenosquamous carcinoma; Mucin; Medicine; Carcinoma; Biology; Cancer; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003351437,0.0002685653,0.000277437,0.001149056,0.0003341355,0.0002923097,0.0002164666,0.0001916066,0.001259807],"category_scores_gemma":[0.00102938,0.0001509423,0.0001889377,0.0009988091,0.0004759051,0.0001822388,0.0004183903,0.0000963136,0.0002889489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537653,"about_ca_system_score_gemma":0.0003804856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002269994,"about_ca_topic_score_gemma":0.005213106,"domain_scores_codex":[0.9997563,0.00003297436,0.00003676656,0.00004701958,0.00007608935,0.00005094386],"domain_scores_gemma":[0.9995389,0.0001298398,0.0001243071,0.00007581627,0.00006246661,0.00006876893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0002415663,0.00002798537,0.9449758,0.0001401952,0.00007787492,0.007243272,0.0003914875,0.0001197946,0.02906673,0.0001074946,0.0002345234,0.0173733],"study_design_scores_gemma":[0.000008349773,0.0001937955,0.9622716,0.00003242314,0.00006566252,0.02939188,0.000333555,0.0002923325,0.004846409,0.0000769986,0.002475102,0.0000118409],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968691,0.001155337,0.0004337393,0.00001105264,0.000003841269,0.00004273971,0.0002473185,0.00001206533,0.001224887],"genre_scores_gemma":[0.9971871,0.0009550179,0.001052003,0.00001959144,0.000006938166,0.00002194163,0.00041922,0.00000259582,0.0003357408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002269994,"threshold_uncertainty_score":0.004513562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04764638212696909,"score_gpt":0.3140153752549561,"score_spread":0.266368993127987,"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."}}