{"id":"W4313245054","doi":"10.3390/curroncol30010029","title":"Impact of COVID-19 Epidemic on Psycho-Oncological Distress in Neuro-Oncological Patients","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anxiety; Distress; Depression (economics); Pandemic; Coronavirus disease 2019 (COVID-19); Cohort; Quality of life (healthcare); Psychiatry; Clinical psychology; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005374234,0.0001355629,0.0002608339,0.0004167056,0.0003986088,0.0005349602,0.0001562126,0.0002437915,0.001974211],"category_scores_gemma":[0.004649989,0.00009922509,0.0003778297,0.0006143955,0.0002772604,0.0003506127,0.0007813803,0.0006836662,0.0001129701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003991218,"about_ca_system_score_gemma":0.0004441638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470671,"about_ca_topic_score_gemma":0.003703668,"domain_scores_codex":[0.9993562,0.0002821727,0.00006378129,0.000063012,0.00009589454,0.0001389734],"domain_scores_gemma":[0.9976282,0.0006957565,0.0009664571,0.00007849956,0.0001777237,0.0004534794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001681738,0.0000602143,0.9930333,0.00004823051,0.00004964538,0.0002297982,0.0004740508,0.00004895323,0.0001172634,0.00003530117,0.0001583985,0.005576537],"study_design_scores_gemma":[0.000002652524,0.0001421487,0.998229,0.0000271657,0.00001804941,0.0002641832,0.0009339257,0.00005804155,0.00003449612,0.00002493971,0.0002605361,0.000004984641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979728,0.0008652145,0.00003847428,0.0001883204,0.00001416795,0.000009604609,0.0001379843,0.000001125634,0.0007723006],"genre_scores_gemma":[0.9994401,0.0003158154,0.00003457284,0.0000360323,0.0000139517,0.000005523915,0.00008740462,7.134865e-7,0.00006574959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002470671,"threshold_uncertainty_score":0.006604433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1597050044877143,"score_gpt":0.4811189615163828,"score_spread":0.3214139570286685,"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."}}