{"id":"W2625093285","doi":"","title":"Nomograms Predicting Progression-Free Survival, Overall Survival, and Pelvic Recurrence in Locally Advanced Cervical Cancer Developed From an Analysis of Identifiable Prognostic Factors in Patients From NRG Oncology/Gynecologic Oncology Group Randomized Trials of Chemoradiotherapy","year":2015,"lang":"en","type":"article","venue":"PMC","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Nomogram; Gynecologic oncology; Oncology; Cervical cancer; Internal medicine; Proportional hazards model; Stage (stratigraphy); Radiation therapy; Progression-free survival; Cisplatin; Chemotherapy; Survival analysis; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003570189,0.0003670499,0.004749089,0.0005463224,0.00003213809,0.00001896989,0.0003152076,0.0003770826,0.0002955277],"category_scores_gemma":[0.01094645,0.0002594402,0.0002891885,0.001596291,0.0002608676,0.0002041585,0.0001417963,0.0003171961,6.724024e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000765375,"about_ca_system_score_gemma":0.0005958966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02166938,"about_ca_topic_score_gemma":0.01754414,"domain_scores_codex":[0.9937884,0.002176494,0.002125812,0.0007434812,0.000735872,0.0004299387],"domain_scores_gemma":[0.9903669,0.007214132,0.00124917,0.0004274664,0.000407313,0.0003350215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06961291,0.003048224,0.890034,0.0000623447,0.001223934,0.00001529228,0.001157254,0.00009365935,0.0002278104,0.000004515282,0.000004186388,0.03451588],"study_design_scores_gemma":[0.2258819,0.001880534,0.7680537,0.0003096814,0.00150294,1.123179e-7,0.0004819428,0.0007748488,0.0004512157,0.0004462185,0.00002412821,0.0001928113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932501,0.002942129,0.0001024609,0.0001417335,0.0006300044,0.002448029,0.0003584696,0.00003181655,0.00009524933],"genre_scores_gemma":[0.994748,0.0009987991,0.002911597,0.0000467099,0.00006785682,0.0004045752,0.0007894655,0.00002649441,0.000006534787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.156269,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07794636291613041,"score_gpt":0.3890121730397565,"score_spread":0.3110658101236261,"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."}}