{"id":"W3172389837","doi":"10.1200/cci.21.00036","title":"Online Public Interest in Cancer During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"JCO Clinical Cancer Informatics","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Pandemic; Breast cancer; Prostate cancer; Lung cancer; Cancer; Oncology; Colorectal cancer; Demography; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113724,0.0001930683,0.0005769659,0.0001210261,0.0001277532,0.00006342687,0.0002379798,0.0002605283,0.0008079296],"category_scores_gemma":[0.006358419,0.0001315865,0.0001864861,0.0006192327,0.00017422,0.0002289784,0.0002170641,0.00130456,0.00003103528],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236423,"about_ca_system_score_gemma":0.006459968,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001389845,"about_ca_topic_score_gemma":0.06085249,"domain_scores_codex":[0.9971217,0.0001313002,0.001696565,0.0001890117,0.0003296288,0.0005318058],"domain_scores_gemma":[0.996865,0.001173818,0.0003489532,0.0005821449,0.0002632287,0.0007668479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001856158,0.0002610666,0.9608327,0.001453714,0.00005971435,0.00005576129,0.001549077,0.00007012992,0.000009725111,0.0001403978,0.004582128,0.03079996],"study_design_scores_gemma":[0.004031965,0.000138002,0.5264517,0.00037736,0.00006665409,0.00009795764,0.001566183,0.001262529,0.00001590329,0.000127422,0.4656572,0.0002071014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.903471,0.001457751,0.00008795916,0.0933449,0.000770514,0.0004013794,0.0001284557,0.0000879633,0.0002501082],"genre_scores_gemma":[0.858094,0.01041522,0.0001521759,0.1297363,0.0008144663,0.00006456766,0.00004985976,0.00002055104,0.0006528554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4610751,"threshold_uncertainty_score":0.9991725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5829143923775243,"score_gpt":0.575287864843367,"score_spread":0.007626527534157268,"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."}}