{"id":"W2091670036","doi":"10.1097/lgt.0b013e3181fb425d","title":"Recent Developments in Defining Microinvasive and Early Invasive Carcinoma of the Uterine Cervix","year":2011,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Cervix; Uterine cervix; Gynecology; Carcinoma; Obstetrics; Internal medicine; Cancer","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":[0.0002009941,0.0003665839,0.001562823,0.0003860232,0.00003370715,0.00001803378,0.0002470255,0.0001327484,0.0001234554],"category_scores_gemma":[0.0004675486,0.0002113815,0.0006991355,0.0005116472,0.00007931863,0.0001239673,0.0001341256,0.0005107388,0.000008292259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756758,"about_ca_system_score_gemma":0.001671312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002847609,"about_ca_topic_score_gemma":0.000008241705,"domain_scores_codex":[0.9977651,0.00013425,0.001219837,0.0002310333,0.0003937228,0.000256041],"domain_scores_gemma":[0.9977383,0.000233686,0.00107618,0.0002454484,0.0002397349,0.0004666531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001785243,0.001583582,0.06031408,0.01105178,0.0007899007,0.003886682,0.0003208215,6.836883e-8,0.000006716668,0.00001065674,0.00004430515,0.9202061],"study_design_scores_gemma":[0.007651676,0.001920718,0.580878,0.0313054,0.005911235,0.001900808,0.00008189691,4.321116e-8,0.0000645879,0.0001096999,0.3696282,0.000547783],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1936861,0.8049762,1.945727e-7,0.0000339138,0.000401442,0.0004966947,0.00009403964,0.000002101786,0.0003093645],"genre_scores_gemma":[0.09891693,0.9006149,0.0001248235,0.00006737843,0.0001093192,0.00001458095,0.00000959988,0.0000380864,0.0001044213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9196584,"threshold_uncertainty_score":0.8619886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0618135180634673,"score_gpt":0.3208414241914798,"score_spread":0.2590279061280125,"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."}}