{"id":"W3139217070","doi":"10.1016/j.ygyno.2021.02.026","title":"Association between definitive chemoradiotherapy wait-time and survival in locally-advanced cervical cancer: Implications during the coronavirus pandemic","year":2021,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"Clovis Oncology; Meso Scale Diagnostics; Merck","keywords":"Medicine; Cervical cancer; Oncology; Internal medicine; Adenosquamous carcinoma; Cancer; Proportional hazards model; Brachytherapy; Hazard ratio; Chemoradiotherapy; Stage (stratigraphy); Radiation therapy; Adenocarcinoma","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":[0.0006379858,0.0001113976,0.0001948754,0.0002644112,0.0003971709,0.0007189887,0.0003028989,0.0006400708,0.00352952],"category_scores_gemma":[0.005487715,0.0001299438,0.0004441529,0.0006104061,0.000219053,0.0006239824,0.0003809724,0.001193091,0.0001726845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006752363,"about_ca_system_score_gemma":0.000931842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166799,"about_ca_topic_score_gemma":0.01470122,"domain_scores_codex":[0.9996088,0.00008560305,0.00002778864,0.00009470713,0.00003183608,0.0001513214],"domain_scores_gemma":[0.9976172,0.0007236769,0.001016152,0.0001283103,0.0001581219,0.00035655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004605667,0.00004701155,0.992968,0.00002558803,0.00009617577,0.00007374355,0.00012287,0.000275165,0.0002431295,0.0002195374,0.000624505,0.004843619],"study_design_scores_gemma":[0.00001330465,0.0001099324,0.9972024,0.0000330387,0.00006425393,0.0001597539,0.0006140966,0.0007338382,0.00006914172,0.0002979109,0.0006940152,0.000008310617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994678,0.001975468,0.0001472338,0.001292223,0.00004448966,0.000005483813,0.0006138769,0.000005990037,0.001237183],"genre_scores_gemma":[0.999162,0.0002490648,0.00003798305,0.0001051516,0.00002730249,0.000002645212,0.0002447766,0.000002865617,0.0001683326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166799,"threshold_uncertainty_score":0.02320015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04252806843159199,"score_gpt":0.3502046381346354,"score_spread":0.3076765697030435,"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."}}