{"id":"W4387207257","doi":"10.1016/j.ijrobp.2023.06.1775","title":"Impact of Lymphopenia on Definitive Treatment of Locally Advanced Cervical Cancer","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Alberta Cancer Foundation; AstraZeneca","keywords":"Medicine; Brachytherapy; Cervical cancer; Stage (stratigraphy); Internal medicine; Radiation therapy; Cancer; Surgery; Oncology; Nuclear medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005976645,0.0001688742,0.0004885033,0.0001739111,0.0003132692,0.0004575265,0.0002446665,0.0002202081,0.00369345],"category_scores_gemma":[0.004214087,0.00007201221,0.0005432614,0.0002082622,0.0002152287,0.000276871,0.0004702837,0.0006555014,0.0001998672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005672489,"about_ca_system_score_gemma":0.0008576808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001958751,"about_ca_topic_score_gemma":0.004108192,"domain_scores_codex":[0.9995195,0.000219766,0.00003040499,0.00003514215,0.00008136999,0.0001139231],"domain_scores_gemma":[0.9986832,0.000624312,0.0002419028,0.00005354197,0.0001395211,0.0002575103],"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":[0.03581178,0.001745803,0.2816425,0.001508842,0.0009858671,0.0008862905,0.0005693075,0.006339605,0.01613739,0.001082892,0.00434007,0.6489496],"study_design_scores_gemma":[0.0005016713,0.02476981,0.9521552,0.0005506708,0.001375998,0.001362202,0.0007048989,0.001901717,0.003365491,0.0009758196,0.01230955,0.0000269682],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765643,0.01588842,0.0003014741,0.001359127,0.0001760196,0.00003723196,0.0002283322,0.0000250702,0.005420052],"genre_scores_gemma":[0.997453,0.001387543,0.000178341,0.0002501365,0.00006449615,0.00001580224,0.0001147733,0.000009841182,0.000526058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00369345,"threshold_uncertainty_score":0.01235586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04000339528065001,"score_gpt":0.3979028068946513,"score_spread":0.3578994116140013,"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."}}