{"id":"W4293528119","doi":"10.3390/curroncol29090489","title":"The Impact of Virtual Cancer Care on Chemotherapy Delivery and Clinical Outcomes in Colorectal Cancer Patients Receiving Systemic Therapy: A Pre- and Intra-Pandemic Analysis","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pandemic; Colorectal cancer; Cancer; Chemotherapy; Internal medicine; Cohort; Incidence (geometry); Emergency medicine; Coronavirus disease 2019 (COVID-19); Oncology; Intensive care medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001471103,0.000194121,0.0002789331,0.0006652996,0.0003041586,0.000672135,0.0003639341,0.000331331,0.00203503],"category_scores_gemma":[0.004763858,0.0001452026,0.001161789,0.0009277937,0.000322133,0.0005991203,0.0009196089,0.0006198381,0.0001230038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055972,"about_ca_system_score_gemma":0.000864738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008389457,"about_ca_topic_score_gemma":0.0110278,"domain_scores_codex":[0.9988181,0.0004969678,0.0001309625,0.0001290347,0.0001936309,0.0002313338],"domain_scores_gemma":[0.9936619,0.001832969,0.002949977,0.0002436756,0.0003624705,0.0009490637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003472577,0.00004806972,0.9977936,0.00001734113,0.00009435653,0.00002442322,0.00006760337,0.0001366973,0.00003786308,0.00001440383,0.00007790307,0.00134059],"study_design_scores_gemma":[0.0000101167,0.0003255157,0.9985753,0.000008116001,0.00004330336,0.00004541435,0.000306621,0.0005535743,0.0000359569,0.00001280321,0.00007951903,0.000003705782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992799,0.0001206761,0.00006313669,0.00006410173,0.000003835488,0.00001201064,0.0002275399,0.000001129344,0.0002277223],"genre_scores_gemma":[0.9996374,0.00003410953,0.00005045506,0.00001646631,0.00000546752,0.000008834205,0.0002083751,7.477681e-7,0.00003807984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008389457,"threshold_uncertainty_score":0.01668119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09327502860908407,"score_gpt":0.5032420949586034,"score_spread":0.4099670663495193,"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."}}