{"id":"W3113456891","doi":"10.1016/j.jgo.2020.12.004","title":"Perspectives on geriatric oncology research presented at the 2020 ESMO Science Congress","year":2021,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Chief Scientist Office","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Clinical Oncology; Oncology; Geriatric oncology; Internal medicine; Family medicine; Virology; Disease; Cancer","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":[0.03118189,0.001349384,0.001760565,0.00281099,0.006856703,0.01776305,0.001730028,0.03257686,0.0307265],"category_scores_gemma":[0.02347614,0.0005901878,0.002029629,0.001944671,0.004885329,0.00959916,0.0103954,0.02245269,0.007396426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00816718,"about_ca_system_score_gemma":0.02821795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005630455,"about_ca_topic_score_gemma":0.01945365,"domain_scores_codex":[0.9898165,0.00346434,0.0006247378,0.0006228261,0.003326409,0.002145146],"domain_scores_gemma":[0.9644819,0.008107905,0.001362041,0.0005328825,0.009426927,0.01608848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007175593,0.00009343328,0.0005677745,0.0002235162,0.00001739915,0.0002441607,0.0003581479,0.00006918862,0.0001969097,0.01378151,0.9669604,0.01741564],"study_design_scores_gemma":[0.00002698182,0.00005147443,0.001061663,0.0005858573,0.00001448657,0.0001183018,0.001561634,0.00005599285,0.00006298112,0.00609149,0.990341,0.00002809071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0004440451,0.01602277,0.00006409198,0.9133126,0.06346629,0.000007745251,0.00008116556,0.000009004876,0.006592326],"genre_scores_gemma":[0.01449492,0.05056935,0.0007714186,0.7379742,0.1659636,0.00009333066,0.0002894224,0.00004720264,0.02979647],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03257686,"threshold_uncertainty_score":0.1649076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108243974070609,"score_gpt":0.513867728891488,"score_spread":0.405623754820879,"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."}}