{"id":"W3092313383","doi":"10.1158/1557-3265.covid-19-po-026","title":"Abstract PO-026: Minimize impact of pandemic on radiation oncology department: Experience from a moderate-sized regional cancer program in the battle against COVID-19 virus","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Windsor Regional Hospital; Western University","funders":"","keywords":"Personal protective equipment; Medicine; Pandemic; Radiation oncology; Cancer; Family medicine; Coronavirus disease 2019 (COVID-19); Battle; Medical emergency; Radiation therapy; Surgery; Disease; Internal medicine","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":[0.003022747,0.0004280564,0.000194379,0.0001821298,0.004712327,0.001815667,0.001789846,0.001098533,0.009979904],"category_scores_gemma":[0.00438463,0.0002968903,0.0004684591,0.0002262859,0.001124063,0.001098537,0.004659058,0.002751532,0.00198967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672957,"about_ca_system_score_gemma":0.007355084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008454332,"about_ca_topic_score_gemma":0.02068699,"domain_scores_codex":[0.9984136,0.0007830133,0.0000379911,0.0001111641,0.0001432162,0.0005111381],"domain_scores_gemma":[0.994617,0.0004014767,0.0002302815,0.000127106,0.0006221323,0.004002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00118426,0.009611708,0.1699499,0.001243575,0.0001061962,0.01270325,0.1223182,0.002445271,0.009805802,0.001774389,0.2931028,0.3757547],"study_design_scores_gemma":[0.0003298674,0.0170487,0.1422922,0.0005761457,0.0001015319,0.0101779,0.388734,0.001759606,0.004531973,0.001266816,0.4329892,0.0001920943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334188,0.001329532,0.00220783,0.02893807,0.0007929935,0.0006986743,0.0005982582,0.0002932129,0.03172265],"genre_scores_gemma":[0.9578409,0.001625112,0.00521477,0.01252457,0.0003273181,0.0003149547,0.0007414683,0.0002536536,0.02115723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009979904,"threshold_uncertainty_score":0.03338611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3772477089078819,"score_gpt":0.6440477560393814,"score_spread":0.2668000471314995,"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."}}