{"id":"W3030569139","doi":"10.3747/co.27.6643","title":"Impact of COVID-19 on Canadian Medical Oncologists and Cancer Care: Canadian Association of Medical Oncologists Survey Report","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Canadian Association of Occupational Therapists; University of Calgary; Canadian Medical Association; Juravinski Cancer Centre; BC Cancer Foundation; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Feeling; Family medicine; Personal protective equipment; Anxiety; Pandemic; Depression (economics); Demographics; Coronavirus disease 2019 (COVID-19); Cancer; Psychiatry; Internal medicine; Psychology; 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":[0.001881299,0.0002838723,0.0002976655,0.002054662,0.002897471,0.001402083,0.00102339,0.0006011013,0.004493908],"category_scores_gemma":[0.008511649,0.0003435831,0.0005638862,0.006633392,0.000530189,0.0005399995,0.001717355,0.001248719,0.0005997519],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02906348,"about_ca_system_score_gemma":0.05535657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896576,"about_ca_topic_score_gemma":0.9937317,"domain_scores_codex":[0.9960768,0.0002436159,0.0002900807,0.0002624963,0.002349715,0.0007773244],"domain_scores_gemma":[0.9873669,0.0005641327,0.002234389,0.0001826916,0.006127514,0.003524337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005206012,0.00005578354,0.9076514,0.000345666,0.0000589815,0.00009143374,0.001963656,0.0001275723,0.000171859,0.0002069929,0.07650074,0.01277383],"study_design_scores_gemma":[0.000009416832,0.00001748289,0.9800633,0.0001113004,0.00001454085,0.0000542704,0.002417488,0.0001381668,0.00004696465,0.00001883497,0.01708811,0.00002018948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6911534,0.004864355,0.0005097414,0.02504835,0.0003080786,0.001083223,0.2188307,0.000182428,0.05801976],"genre_scores_gemma":[0.9336128,0.005197115,0.001345309,0.004954461,0.0001353608,0.0005509956,0.04638905,0.00004693496,0.00776808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9709365,"threshold_uncertainty_score":0.2108713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2796833966738802,"score_gpt":0.5548894746819244,"score_spread":0.2752060780080442,"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."}}