{"id":"W6957872660","doi":"10.60692/thjq6-yvr12","title":"Association of persistent morbidity after radiotherapy with quality of life in locally advanced cervical cancer survivors","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Quality of life (healthcare); Cervical cancer; Karnofsky Performance Status; Radiation therapy; Association (psychology); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001294922,0.0001790548,0.0004199076,0.0006248034,0.0002798599,0.0005814033,0.0003193598,0.0003882698,0.0009356755],"category_scores_gemma":[0.004753433,0.0001172599,0.0006408118,0.001026974,0.0002455237,0.0003919007,0.000624522,0.0005916074,0.00009535843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004357668,"about_ca_system_score_gemma":0.0003541133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818025,"about_ca_topic_score_gemma":0.004801652,"domain_scores_codex":[0.9994436,0.0001676417,0.00008073572,0.00007942538,0.0001321454,0.00009641215],"domain_scores_gemma":[0.9959803,0.0009071958,0.002210611,0.0001886892,0.0003176643,0.0003954297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002402168,0.00003207898,0.9967356,0.00002951131,0.00008965825,0.00003824886,0.00005354883,0.00009424661,0.0001040336,0.000005382071,0.00003717374,0.002540148],"study_design_scores_gemma":[0.000003206538,0.0001599348,0.999498,0.00000471309,0.00003508393,0.00005771204,0.00004522567,0.000102515,0.00002464615,0.000009132738,0.00005702891,0.00000265804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978002,0.001381186,0.00009720617,0.00004830078,0.000004374229,0.00001028199,0.0004049788,0.000004006347,0.0002493976],"genre_scores_gemma":[0.9992736,0.0001588486,0.00004063612,0.00001371814,0.000006473127,0.00001076863,0.0004120673,0.000001574203,0.00008246148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002818025,"threshold_uncertainty_score":0.006848276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263634915381643,"score_gpt":0.2501568852449136,"score_spread":0.2175205360910972,"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."}}