{"id":"W3187825172","doi":"10.3390/curroncol28040269","title":"Evaluating the Impact of the COVID-19 Pandemic on New Cancer Diagnoses and Oncology Care in Manitoba","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"CancerCare Manitoba Foundation; Research Manitoba","keywords":"Medicine; Medical diagnosis; Pandemic; Cancer; Coronavirus disease 2019 (COVID-19); Radiation oncology; Health care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Radiation therapy; Emergency medicine; Internal medicine; Family medicine; Intensive care medicine; Pathology; 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":[0.003117617,0.0003776673,0.0002983041,0.001304394,0.0008435014,0.001240467,0.001105216,0.0003756598,0.00160382],"category_scores_gemma":[0.01021715,0.0002829077,0.0006983578,0.003692381,0.000696528,0.0004331258,0.001478455,0.0007300632,0.0001186199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02588549,"about_ca_system_score_gemma":0.02706292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.949802,"about_ca_topic_score_gemma":0.9561987,"domain_scores_codex":[0.9975708,0.001027883,0.0001236416,0.0001453787,0.0004472669,0.0006849634],"domain_scores_gemma":[0.9942771,0.001156405,0.001492378,0.0002372917,0.001800537,0.001036342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001577677,0.0001348902,0.9922137,0.00005494258,0.0001960611,0.00007342405,0.0003862051,0.001400443,0.0001350376,0.0002267957,0.0006932348,0.004327502],"study_design_scores_gemma":[0.00002425822,0.000157507,0.9954497,0.00005376642,0.00008649539,0.00002186033,0.001353132,0.001646969,0.0001058205,0.00005411861,0.001036659,0.00000962701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920387,0.0006901519,0.0003051349,0.001462381,0.00002999163,0.0001235569,0.00345625,0.000009902874,0.001883919],"genre_scores_gemma":[0.9953752,0.0008893672,0.000622665,0.0004724966,0.00002074179,0.0001149851,0.001695852,0.000005342733,0.0008034745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05019796,"threshold_uncertainty_score":0.1878133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5335228818457197,"score_gpt":0.6253984473328142,"score_spread":0.09187556548709452,"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."}}