{"id":"W3212222575","doi":"10.3390/curroncol28060404","title":"Impact of COVID-19 on Radiation Oncology, an Austrian Experience","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation oncology; Coronavirus disease 2019 (COVID-19); Radiation therapy; Pandemic; Incidence (geometry); Prostate cancer; Cancer; Breast cancer; Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.001420401,0.000150835,0.0001349625,0.0003831856,0.0006601976,0.0006481935,0.0001855906,0.0004634645,0.002839198],"category_scores_gemma":[0.003290894,0.0001299237,0.0001772836,0.0005752164,0.0006722221,0.000535114,0.001719478,0.0009853326,0.0004494709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779896,"about_ca_system_score_gemma":0.001300082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297658,"about_ca_topic_score_gemma":0.003843942,"domain_scores_codex":[0.9990262,0.000378418,0.00007307636,0.00008025899,0.0001892101,0.0002528407],"domain_scores_gemma":[0.9990267,0.0002277077,0.0002448949,0.00006925785,0.000108329,0.0003231676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007108446,0.0005123409,0.485849,0.001129961,0.0001257547,0.01347264,0.01423353,0.005324186,0.005920407,0.01617564,0.05891249,0.3976332],"study_design_scores_gemma":[0.00005343566,0.001094602,0.4301415,0.001224821,0.00006156786,0.03420111,0.01595206,0.001659336,0.003623835,0.00340427,0.508481,0.000102557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339812,0.01568854,0.002250999,0.01383705,0.0007289855,0.00005479423,0.000594819,0.00006370734,0.03279999],"genre_scores_gemma":[0.9887918,0.005646958,0.0006074738,0.002125975,0.0002153765,0.00001920131,0.0001999419,0.00004116947,0.002352112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00297658,"threshold_uncertainty_score":0.01291412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3816302314980605,"score_gpt":0.6129300383389721,"score_spread":0.2312998068409116,"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."}}