{"id":"W7028417227","doi":"","title":"Evaluation Of Bladder Cancer Care In Ontario, Canada During The Covid-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Bladder cancer; Pathological; Stage (stratigraphy); Coronavirus disease 2019 (COVID-19); Bladder tumor; Cancer; Medical diagnosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093409,0.0001938901,0.000276536,0.001157632,0.002788372,0.001365899,0.001035564,0.0002894905,0.0022581],"category_scores_gemma":[0.004858939,0.0002117452,0.0003599236,0.003738395,0.0007338123,0.0004694506,0.001306152,0.0005034935,0.0001309165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06606029,"about_ca_system_score_gemma":0.09558228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.994781,"about_ca_topic_score_gemma":0.997036,"domain_scores_codex":[0.9986169,0.0001441056,0.0000942869,0.0001094417,0.0004894016,0.0005458461],"domain_scores_gemma":[0.9944353,0.0002808634,0.0013734,0.00008826808,0.002330504,0.001491637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009289019,0.00003413178,0.9808991,0.0001645334,0.00004472487,0.0001671505,0.001956717,0.0002304373,0.0001111962,0.0001793017,0.004696653,0.01142304],"study_design_scores_gemma":[0.00001173193,0.00004964962,0.9903318,0.0001502816,0.00002276171,0.00008481021,0.004358066,0.0003267398,0.0000585117,0.00004563628,0.004546439,0.00001354563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672463,0.003103799,0.0001692161,0.004235545,0.0000694879,0.0002842488,0.01359205,0.00002992345,0.01126943],"genre_scores_gemma":[0.9936216,0.001401793,0.000323145,0.0005446546,0.00002378929,0.00006207637,0.002904266,0.00000655722,0.001112085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06606029,"threshold_uncertainty_score":0.4793032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1817190175348538,"score_gpt":0.3303257762365095,"score_spread":0.1486067587016558,"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."}}