{"id":"W4309214269","doi":"10.3390/curroncol29110684","title":"The Impact of COVID-19 on the Diagnosis and Treatment of Lung Cancer over a 2-Year Period at a Canadian Academic Center","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Jewish General Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Lung cancer; Period (music); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Center (category theory); Cancer; Family medicine; Pathology; Internal medicine; 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":[0.001205412,0.0004379828,0.0003575752,0.0008316665,0.003738669,0.00129009,0.00168491,0.0007739018,0.002595298],"category_scores_gemma":[0.00503962,0.0002404337,0.0005949836,0.001711034,0.0007366405,0.0004166992,0.001633974,0.001311038,0.000257538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05382029,"about_ca_system_score_gemma":0.07439075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9677067,"about_ca_topic_score_gemma":0.9821863,"domain_scores_codex":[0.9973118,0.0001772662,0.00008402547,0.0001983062,0.001000877,0.0012276],"domain_scores_gemma":[0.992595,0.000271493,0.001096431,0.00007948115,0.001882798,0.004074757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007587023,0.0003632572,0.9275166,0.000312907,0.0001498915,0.0009906372,0.001806837,0.001354305,0.001476291,0.0003435864,0.01659209,0.04833486],"study_design_scores_gemma":[0.00001707906,0.0001620588,0.9933912,0.00004857329,0.00002484735,0.0001730525,0.001439554,0.0004118492,0.0001410576,0.00002937178,0.004136866,0.00002463932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752787,0.003241773,0.0002512183,0.008708444,0.0001647666,0.0002040645,0.004264081,0.00006039418,0.007826653],"genre_scores_gemma":[0.9933601,0.001366929,0.0004481057,0.001342271,0.0001063937,0.00004415665,0.001821141,0.00001251984,0.001498456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05382029,"threshold_uncertainty_score":0.3904954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2095607630956532,"score_gpt":0.5252758577179395,"score_spread":0.3157150946222863,"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."}}