{"id":"W2804474317","doi":"10.1097/lgt.0000000000000399","title":"Outcomes of Conservative Management of High Grade Squamous Intraepithelial Lesions in Young Women","year":2018,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Colposcopy; Cervical intraepithelial neoplasia; Logistic regression; Referral; Proportional hazards model; Gynecology; Retrospective cohort study; Cervical cancer; Obstetrics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003425301,0.000124567,0.0004792715,0.000255111,0.00002552474,0.000008233171,0.0001641927,0.00004146571,0.001434387],"category_scores_gemma":[0.0001724585,0.00009106597,0.0002124351,0.0002727716,0.000235252,0.0001274248,0.00005355939,0.0002522064,0.000007191336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584246,"about_ca_system_score_gemma":0.0002498134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007815719,"about_ca_topic_score_gemma":0.00002241373,"domain_scores_codex":[0.9982132,0.00005598889,0.0006585252,0.0001192562,0.0006919134,0.0002610575],"domain_scores_gemma":[0.9985863,0.0001290472,0.0002346202,0.0001890897,0.0004278086,0.0004331408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03225691,0.01256632,0.912905,0.001546573,0.001042561,0.004977171,0.003241293,0.00001821525,0.002002419,0.0009376669,0.0006111459,0.02789474],"study_design_scores_gemma":[0.004267659,0.001635046,0.9911613,0.00007796752,0.0001649569,0.0000266148,0.0009522072,0.00001511614,0.0006444919,0.0008892732,0.00008428677,0.00008101945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967532,0.0001999704,0.00003440385,0.0008392613,0.0002277032,0.0002380262,0.00007360081,0.000003849839,0.001630021],"genre_scores_gemma":[0.9991476,0.00009103086,0.0001987441,0.0001136809,0.0001538888,0.000006397063,0.000002530403,0.00001482854,0.0002713323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07825638,"threshold_uncertainty_score":0.9994785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949904919322882,"score_gpt":0.3376399983308182,"score_spread":0.3081409491375894,"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."}}