{"id":"W3094536354","doi":"10.14740/jmc3589","title":"Villoglandular Papillary Adenocarcinoma With Cervical Intraepithelial Neoplasia 3 of the Cervix in a Woman With a Misdiagnosis of a Cervical Polyp","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asymptomatic; Cervix; Polypectomy; Cervical intraepithelial neoplasia; Papanicolaou stain; Cervical conization; Pathological; Adenocarcinoma; Cervical cancer; Gynecology; Radiology; Pathology; Internal medicine; Colonoscopy; Cancer; Colorectal cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003689774,0.0002428915,0.001089042,0.0001663956,0.00003150518,0.000008869329,0.0004005998,0.0002197966,0.0009205849],"category_scores_gemma":[0.00118846,0.0001140948,0.0002795726,0.001065701,0.0003453208,0.00007069176,0.0001086665,0.0007393369,0.000001859906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008580379,"about_ca_system_score_gemma":0.0008130154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004941302,"about_ca_topic_score_gemma":0.000283754,"domain_scores_codex":[0.995999,0.0002090632,0.0009552644,0.0002253338,0.002305913,0.0003054226],"domain_scores_gemma":[0.9975896,0.0006785663,0.0005066862,0.0002299224,0.0002407967,0.0007543925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02228182,0.001595655,0.9539765,0.0008962141,0.0006406179,0.01060255,0.001182314,0.00001661408,0.000350214,0.00006711709,0.0004947154,0.007895738],"study_design_scores_gemma":[0.0297146,0.02067455,0.9249246,0.003029878,0.001161792,0.009171165,0.001429104,0.0001376222,0.008069795,0.00005138737,0.001377871,0.0002576051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663904,0.003197466,0.00003409135,0.02987697,0.00008619836,0.0002904442,0.00002681011,0.000007702033,0.00008987336],"genre_scores_gemma":[0.9955394,0.0004856702,0.0003176058,0.003120315,0.0004948106,0.000008558121,0.00000297553,0.00002611398,0.000004550694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02914896,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127163649274694,"score_gpt":0.262225059470336,"score_spread":0.240953422977589,"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."}}