{"id":"W4380264543","doi":"10.1503/cmaj.221512","title":"Impact of the COVID-19 pandemic on cancer diagnoses, stage and survival in Alberta","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Cumming School of Medicine, University of Calgary; Alberta Health Services","keywords":"Medicine; Medical diagnosis; Cancer; Stage (stratigraphy); Incidence (geometry); Colorectal cancer; Internal medicine; Cancer registry; Confidence interval; Pandemic; Coronavirus disease 2019 (COVID-19); Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005826278,0.0002127429,0.0001876454,0.000718524,0.0005940004,0.0006527313,0.0006413977,0.000213252,0.001301912],"category_scores_gemma":[0.002263622,0.0001353618,0.0003995853,0.001350519,0.0004420756,0.000185248,0.0007549303,0.0005133489,0.00006823924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0133848,"about_ca_system_score_gemma":0.01211821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9667032,"about_ca_topic_score_gemma":0.9771111,"domain_scores_codex":[0.9994276,0.00007088232,0.00002066337,0.00005676142,0.0001894496,0.000234624],"domain_scores_gemma":[0.9986848,0.0001681104,0.000373059,0.00004336204,0.0003882004,0.0003423669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001173259,0.0000174035,0.9943922,0.00002024458,0.00004952177,0.00008326716,0.000139242,0.0007235999,0.00007901958,0.00008819576,0.0008850554,0.003404937],"study_design_scores_gemma":[0.000007008641,0.00002537835,0.9980693,0.00002159176,0.00002405915,0.00005186583,0.0003852587,0.0007423371,0.00004318032,0.0000359565,0.0005881063,0.000005932215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930569,0.00103803,0.0002072082,0.0006175637,0.00002083776,0.00002018302,0.002988042,0.0000169615,0.002034266],"genre_scores_gemma":[0.9970418,0.0004802025,0.0001482713,0.0001230146,0.00001343221,0.000006467095,0.00170644,0.000003329125,0.000476982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03329676,"threshold_uncertainty_score":0.09711397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06203660710815034,"score_gpt":0.4118693832612664,"score_spread":0.349832776153116,"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."}}