{"id":"W1999972790","doi":"10.1002/dc.20396","title":"Minimal deviation endometrioid adenocarcinoma of the cervix: Report of three cases with exfoliative cytology","year":2006,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Nucleolus; Cytology; Pathology; Cervix; Cytoplasm; Cytopathology; Adenocarcinoma; Medicine; Uterine cervix; Papanicolaou stain; Biology; Cervical cancer; Carcinoma; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003021125,0.0001515543,0.000579237,0.0002157513,0.00005216923,0.000003324526,0.0001590248,0.0001366321,0.0005397806],"category_scores_gemma":[0.004563347,0.00009777668,0.0001232344,0.0006130727,0.0005650202,0.00003198424,0.000114183,0.0002271153,0.000006803223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000747155,"about_ca_system_score_gemma":0.00030866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072033,"about_ca_topic_score_gemma":0.002014728,"domain_scores_codex":[0.9983168,0.0001252291,0.0005357796,0.0003193986,0.0003917464,0.0003111],"domain_scores_gemma":[0.9957435,0.00289534,0.0003154796,0.0004923421,0.0004892063,0.00006416985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005590002,0.0002652359,0.9908409,0.0001487494,0.00003121125,0.002999808,0.0001127501,0.00001041353,0.001421299,0.001462734,0.0002503475,0.001897587],"study_design_scores_gemma":[0.001745411,0.001457018,0.9702185,0.00004041049,0.0001931701,0.005820859,0.00008018845,0.00001177447,0.01966329,0.000532429,0.0001511743,0.00008571379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910712,0.00194884,0.000514861,0.0007608024,0.00011826,0.0005988525,0.0000598202,0.00001633211,0.004911071],"genre_scores_gemma":[0.9991418,0.00005045978,0.0003023552,0.0001043769,0.0001618543,0.00006731884,0.00005285754,0.00001839196,0.0001005739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02062231,"threshold_uncertainty_score":0.5910219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423983708015241,"score_gpt":0.2886728201515306,"score_spread":0.2644329830713781,"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."}}