{"id":"W4388197120","doi":"10.1200/op.2023.19.11_suppl.432","title":"Quality of colorectal and anal cancer care delivered during the COVID pandemic.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; McGill University; University of Toronto; University Health Network; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre","funders":"Canadian Institutes of Health Research; Princess Margaret Cancer Foundation","keywords":"Medicine; Logistic regression; Health care; Pandemic; Cohort; Population; Modalities; Demography; Coronavirus disease 2019 (COVID-19); Family medicine; Environmental health; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001108463,0.00009897504,0.0003430601,0.00008244025,0.0001927001,0.000007117244,0.00007260031,0.0001766001,0.00007882587],"category_scores_gemma":[0.004919706,0.00007198464,0.00004987073,0.0003190368,0.0001691435,0.0001196424,0.00009727878,0.0004190369,0.00001347162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005768184,"about_ca_system_score_gemma":0.001527103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007590079,"about_ca_topic_score_gemma":0.005442911,"domain_scores_codex":[0.9985339,0.0004540575,0.0003094226,0.0002149701,0.0002241761,0.0002634669],"domain_scores_gemma":[0.995288,0.003750046,0.0002884234,0.0001899499,0.0003026519,0.0001809792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006400621,0.0001284884,0.9415783,0.001100326,0.0002437631,0.0002407721,0.01416121,0.00003130951,0.01430204,0.0001535776,0.002935983,0.01872355],"study_design_scores_gemma":[0.002267458,0.0005355054,0.8873627,0.00002695413,0.0001519974,0.00020303,0.008983707,0.00003753208,0.000228474,0.00001637894,0.10011,0.00007621646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625557,0.001105283,0.000003946624,0.03393938,0.0001994303,0.0003966719,0.00004257857,0.00007474684,0.001682268],"genre_scores_gemma":[0.9910395,0.002205674,0.0001117172,0.006232527,0.0001511563,0.00003627173,0.00001200936,0.00001112994,0.0002000427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09717405,"threshold_uncertainty_score":0.9990185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1537827162007166,"score_gpt":0.53240693908326,"score_spread":0.3786242228825434,"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."}}