{"id":"W4306376955","doi":"10.3390/curroncol29100611","title":"Cancer Patients First Treated with Chemotherapy: Are They More Likely to Receive Surgery in the Pandemic?","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Princess Margaret Cancer Centre; Health Sciences Centre; Women's College Hospital; Queen's University; Cancer Care Ontario; Sunnybrook Health Science Centre; Ontario Institute for Cancer Research; University of Toronto","funders":"Sunnybrook Foundation; Canadian Institutes of Health Research; Sunnybrook Research Institute; Cancer Care Ontario","keywords":"Medicine; Pandemic; Chemotherapy; Surgery; General surgery; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0007996598,0.0001350584,0.0003107657,0.0003769366,0.0006453121,0.0007468673,0.0006866232,0.0005165494,0.003469726],"category_scores_gemma":[0.00403197,0.0002005549,0.0005145969,0.001185682,0.0004646184,0.0006078613,0.0006996731,0.0009981162,0.0002097593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003000535,"about_ca_system_score_gemma":0.004640267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5785102,"about_ca_topic_score_gemma":0.7308816,"domain_scores_codex":[0.9993151,0.0001275492,0.00003511125,0.0001410614,0.00009080774,0.0002903668],"domain_scores_gemma":[0.9984902,0.0001605856,0.0007502293,0.00007439676,0.0001725937,0.0003520028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007501809,0.00001717026,0.9943708,0.00003321839,0.00004657917,0.00004823996,0.000390083,0.00004490103,0.00003462246,0.0001423973,0.001402779,0.003394257],"study_design_scores_gemma":[0.000007534333,0.00002475231,0.996902,0.00007536522,0.00003067806,0.00006221756,0.001166983,0.000253006,0.00001809816,0.0001464894,0.001303391,0.000009417989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862245,0.002134291,0.0002184409,0.005150001,0.00006519608,0.00002654698,0.003875357,0.000005011159,0.002300593],"genre_scores_gemma":[0.9972066,0.0007066432,0.00009702455,0.0004111271,0.00002969876,0.00001478448,0.001163482,0.000003648509,0.0003668521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5785102,"threshold_uncertainty_score":0.847944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1571486781591623,"score_gpt":0.4425982759465926,"score_spread":0.2854495977874304,"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."}}