{"id":"W3135690901","doi":"10.1200/go.20.00569","title":"Impact of COVID-19 on Cancer Care Delivery in Africa: A Cross-Sectional Survey of Oncology Providers in Africa","year":2021,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Fogarty International Center; National Cancer Institute","keywords":"Medicine; Pandemic; Cross-sectional study; Cancer; Coronavirus disease 2019 (COVID-19); Family medicine; Economic shortage; Descriptive statistics; Internal medicine; Disease; Pathology","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":[0.001552203,0.000130534,0.0001670673,0.0006756053,0.0005771393,0.0004922103,0.0002610723,0.0002560897,0.001481549],"category_scores_gemma":[0.004931167,0.0002665434,0.000184374,0.001147042,0.0004105293,0.0008000009,0.0008070474,0.0005278712,0.0001628458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007573106,"about_ca_system_score_gemma":0.001155942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01994347,"about_ca_topic_score_gemma":0.02300359,"domain_scores_codex":[0.9989381,0.000461651,0.000114029,0.00008704836,0.0001668994,0.0002320721],"domain_scores_gemma":[0.9969618,0.0005947628,0.001636886,0.00006644819,0.0003036612,0.0004364769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001542738,0.00002931883,0.9946417,0.000068579,0.00001432336,0.00006302226,0.002613985,0.00002086995,0.0001581582,0.00003136974,0.0003634829,0.001979653],"study_design_scores_gemma":[0.000003757396,0.0001062811,0.9852391,0.0001396153,0.00001008366,0.0002589884,0.01280073,0.00009983977,0.00008137945,0.00001858107,0.00123542,0.000006111764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982191,0.0003302016,0.00005579537,0.0003663721,0.000004584036,0.00003303989,0.0004646507,0.000001586385,0.0005245616],"genre_scores_gemma":[0.9990487,0.0004083358,0.0001018047,0.0001636643,0.000004590765,0.00003108728,0.0001542403,0.000001288892,0.00008624286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01994347,"threshold_uncertainty_score":0.03965479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691606750432577,"score_gpt":0.5026913169438445,"score_spread":0.3335306419005868,"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."}}