{"id":"W3146872639","doi":"10.21873/anticanres.14964","title":"Symptom Burden in Patients Treated With Palliative Radiotherapy Before and During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Anticancer Research","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anxiety; Radiation therapy; Depression (economics); Palliative care; Sadness; Breast cancer; Pandemic; Prostate cancer; Sleep disorder; Cancer; Referral; Internal medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Insomnia; Family medicine; Anger; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005661731,0.000114487,0.0002551068,0.0001644758,0.0002073026,0.00004036487,0.00008660037,0.0000750315,0.000148554],"category_scores_gemma":[0.0005611334,0.00006909011,0.00002447811,0.0007713084,0.0002752117,0.00005707031,0.00005688497,0.0005288429,0.000004917774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009750065,"about_ca_system_score_gemma":0.001516915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006136752,"about_ca_topic_score_gemma":0.004846493,"domain_scores_codex":[0.9980741,0.0002563471,0.0001720752,0.000343996,0.0006324149,0.0005211356],"domain_scores_gemma":[0.998599,0.0004312175,0.0000300528,0.000317014,0.0002838781,0.0003388459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009814391,0.00006291894,0.9901624,0.0003050935,0.00006034472,0.0001503486,0.003954256,0.000004431218,0.0002749205,0.00004414086,0.00009539207,0.003904253],"study_design_scores_gemma":[0.004631403,0.0006286218,0.9902914,0.0002096041,0.00001088247,0.00001969314,0.0004891721,0.00008210198,0.0001416797,0.00005184285,0.003370893,0.0000727374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788396,0.0008451106,0.000006814742,0.0194553,0.00001252889,0.0006828391,0.0000113453,0.00002422683,0.000122211],"genre_scores_gemma":[0.9948772,0.002263144,0.00002258909,0.00193326,0.0001162438,0.00003721727,0.00001319302,0.00002247457,0.0007147373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01752204,"threshold_uncertainty_score":0.9276975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191325573694907,"score_gpt":0.4774981473672109,"score_spread":0.3583655899977203,"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."}}