{"id":"W4210617548","doi":"10.6004/jnccn.2021.7114","title":"Incident Cancer Detection During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Manitoba; Princess Margaret Cancer Centre; Women's College Hospital; Cancer Care Ontario; Institute of Health Services and Policy Research; Queen's University; University of Toronto; Associated Medical Services; Ontario Institute for Cancer Research; North Pacific Marine Science Organization; Manitoba Health","funders":"","keywords":"Medicine; Incidence (geometry); Cancer; Pandemic; Population; Cervical cancer; Rate ratio; Lung cancer; Cohort; Demography; Coronavirus disease 2019 (COVID-19); Internal medicine; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009041022,0.0002244087,0.0002405545,0.0007101552,0.0005951812,0.0008387052,0.0007545954,0.0004883501,0.001579462],"category_scores_gemma":[0.00477706,0.00026053,0.0004223784,0.0009922175,0.0003606734,0.000555106,0.001018966,0.0007967155,0.0001996362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004130348,"about_ca_system_score_gemma":0.003350473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4403097,"about_ca_topic_score_gemma":0.4867274,"domain_scores_codex":[0.9989225,0.0001870186,0.00008191092,0.000232164,0.0002661507,0.0003101527],"domain_scores_gemma":[0.9978173,0.0002160551,0.0010772,0.0001007871,0.0005079027,0.000280699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006877096,0.00001605195,0.992171,0.0000481562,0.00003611038,0.00007886592,0.0003002478,0.0003057241,0.0001152173,0.00006890417,0.002562185,0.004228614],"study_design_scores_gemma":[0.000006018766,0.00004026635,0.9965258,0.00007839488,0.00002078232,0.0001447913,0.0006949931,0.0008604322,0.0000869074,0.0000514415,0.001479007,0.00001123597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982323,0.0009756144,0.0005719621,0.001253772,0.00007730396,0.00009482723,0.01059269,0.00005422781,0.004056625],"genre_scores_gemma":[0.9950851,0.0004190395,0.0001937742,0.000261388,0.00003247012,0.00003571679,0.003621627,0.000005453986,0.0003453822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4403097,"threshold_uncertainty_score":0.8754936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385814572456957,"score_gpt":0.4264038682847975,"score_spread":0.2878224110391018,"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."}}