{"id":"W2073922081","doi":"10.1053/j.seminoncol.2008.12.007","title":"Management of Early and Locally Advanced Cervical Cancer","year":2009,"lang":"en","type":"review","venue":"Seminars in Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Cervical cancer; Malignancy; Cancer; Primary treatment; Cervical carcinoma; Oncology; Primary cancer; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001628116,0.0002980948,0.002309627,0.0002705474,0.0000149099,0.000002929453,0.0001341664,0.0004294828,0.0001698722],"category_scores_gemma":[0.00001949165,0.0002235842,0.0002044036,0.0006022106,0.0001064233,0.00002174837,0.0001063679,0.0003686039,0.00001096123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006527803,"about_ca_system_score_gemma":0.0002609212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007838103,"about_ca_topic_score_gemma":0.00003877019,"domain_scores_codex":[0.9983114,0.00009772398,0.0006543963,0.0004281781,0.0002045498,0.0003037715],"domain_scores_gemma":[0.9991182,0.0002068827,0.0002480937,0.0002478128,0.00003818417,0.000140829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003407168,0.0003280635,0.0001158189,0.01061137,0.0002516094,0.0007756736,0.00003149607,2.636796e-7,3.036058e-7,0.0001597309,0.00005608086,0.9873289],"study_design_scores_gemma":[0.003187116,0.002647285,0.00113729,0.03363402,0.001526943,0.00007587886,0.0000226034,4.546883e-7,0.000001500387,0.000159332,0.9574287,0.0001789035],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000379346,0.9868734,0.000002467706,0.0001381716,0.0002241887,0.001089721,0.00002049588,0.00001510345,0.01125704],"genre_scores_gemma":[0.0001380773,0.9967734,0.001424926,0.0001373033,0.00008843015,0.0002590796,0.00002863739,0.00002658517,0.001123551],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.98715,"threshold_uncertainty_score":0.91175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.037623921247355,"score_gpt":0.4045031393347371,"score_spread":0.3668792180873821,"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."}}