{"id":"W4392180369","doi":"10.1016/j.ygyno.2024.02.025","title":"Hidden in plain sight – Survival consequences of baseline symptom burden in women with recurrent ovarian cancer","year":2024,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"UCLH Biomedical Research Centre; Medical Research Council; National Health and Medical Research Council; University College London Hospitals NHS Foundation Trust; Department of Health and Social Care; Cancer Australia; Cancer Research UK; National Institute for Health and Care Research; University of Sydney; Australian Government; Target Ovarian Cancer","keywords":"Medicine; Baseline (sea); Ovarian cancer; Oncology; Internal medicine; Overall survival; Cancer; Progression-free survival","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":[0.0004504244,0.0001262723,0.0002444844,0.0003145993,0.0001688325,0.0003779327,0.000123909,0.0002277406,0.001171486],"category_scores_gemma":[0.003756374,0.00008522345,0.0003106644,0.0004573617,0.00019938,0.0003249702,0.0003967404,0.0003594094,0.0001294762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001970116,"about_ca_system_score_gemma":0.0001842722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680155,"about_ca_topic_score_gemma":0.00289693,"domain_scores_codex":[0.9997457,0.00009173821,0.00002686125,0.00003447221,0.00005175785,0.00004962043],"domain_scores_gemma":[0.9982423,0.0003683083,0.001050584,0.00004413076,0.000102252,0.0001925037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002511165,0.00002216312,0.9947765,0.00001938814,0.00004615145,0.00007884735,0.0001011592,0.00008138927,0.0001819833,0.000008472541,0.000127066,0.00430577],"study_design_scores_gemma":[0.00000510875,0.0001108796,0.9992556,0.000005977417,0.00001430229,0.0002094798,0.0001325994,0.0001168183,0.00001955325,0.00001316243,0.0001142496,0.00000232471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985133,0.0006761605,0.00004485991,0.0001503679,0.000007013137,0.000005124411,0.0002198738,0.000002641403,0.0003806435],"genre_scores_gemma":[0.9996303,0.0001040963,0.00002880923,0.00002217638,0.00001088168,0.000002271212,0.0001514731,7.031579e-7,0.00004922908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001680155,"threshold_uncertainty_score":0.003919065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487349318176152,"score_gpt":0.3204660633406764,"score_spread":0.2955925701589149,"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."}}