{"id":"W4388495164","doi":"10.1136/ijgc-2023-igcs.90","title":"PR049/#741  Improved risk prediction in HPV-associated endocervical adenocarcinoma through assessment of binary silva pattern-based classification: international multicenter retrospective study of the international society of gynecological pathologists","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; Toronto General Hospital","funders":"","keywords":"Medicine; Stage (stratigraphy); Oncology; Internal medicine; Retrospective cohort study; Lymph node; Gynecology; Pathology; Biology","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":[0.000936551,0.0003785933,0.0003342725,0.0007683006,0.0003414389,0.0009349479,0.0005046682,0.0007460642,0.002446997],"category_scores_gemma":[0.002208261,0.0002713188,0.0005257291,0.0007150406,0.0003388339,0.0006152458,0.0004255752,0.0006872133,0.0008086032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000229794,"about_ca_system_score_gemma":0.0003004361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267101,"about_ca_topic_score_gemma":0.002426224,"domain_scores_codex":[0.9994211,0.000173486,0.00005014173,0.0001389137,0.0001237105,0.00009266362],"domain_scores_gemma":[0.9992132,0.0001495352,0.0002980739,0.00007726844,0.00015594,0.0001060154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094559,0.0001934259,0.9865955,0.00001896917,0.000112244,0.0001423866,0.00004544161,0.00005547963,0.002698809,0.0000421355,0.0003808996,0.008620177],"study_design_scores_gemma":[0.00003753763,0.0004230647,0.9969928,0.000007968137,0.000111834,0.0004989227,0.0001410203,0.0006028091,0.0005135505,0.00007924052,0.0005831065,0.000008010629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998398,0.0002230821,0.0001732291,0.00008231807,0.00002753563,0.00001063231,0.0003991929,0.000007500212,0.0006785454],"genre_scores_gemma":[0.998552,0.00008149499,0.0002136749,0.00005493154,0.00002455772,0.00000642981,0.0004272179,0.000008451882,0.0006312832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002446997,"threshold_uncertainty_score":0.008186042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05069110422275765,"score_gpt":0.3625471189879338,"score_spread":0.3118560147651762,"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."}}