{"id":"W3170657772","doi":"10.1007/s00330-021-08117-z","title":"Diagnostic interval for non-screening patients undergoing mammography during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"European Radiology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Pandemic; Mammography; Retrospective cohort study; Neuroradiology; Coronavirus disease 2019 (COVID-19); Pediatrics; Radiology; Breast cancer; Internal medicine; Cancer; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000602974,0.0001819403,0.0003337033,0.0001279441,0.0003175656,0.00002228207,0.0001602886,0.00006610617,0.00006082049],"category_scores_gemma":[0.007443119,0.0001379013,0.0002038017,0.000212821,0.0001160022,0.00004292083,0.0001318979,0.0003315806,0.0000273732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715109,"about_ca_system_score_gemma":0.0003164333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000313864,"about_ca_topic_score_gemma":0.0001353976,"domain_scores_codex":[0.9981266,0.0004807423,0.0003721203,0.0003988315,0.0001244041,0.0004973077],"domain_scores_gemma":[0.9956685,0.003325771,0.0001239821,0.000393314,0.0001090197,0.0003793943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002821512,0.00005709624,0.9887314,0.0005024121,0.0001139932,0.0004051051,0.001015074,0.00005391144,0.0003786532,0.00005143098,0.003674724,0.004734086],"study_design_scores_gemma":[0.004251167,0.0005798757,0.948732,0.0001428737,0.00008839865,0.0006915805,0.0002238421,0.00005820619,0.000033407,0.00005523624,0.04498559,0.0001578413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785454,0.0006314014,0.01254481,0.006330885,0.0005155742,0.0006178132,0.00002878263,0.0001255501,0.0006597814],"genre_scores_gemma":[0.9788124,0.0003354086,0.0003811632,0.01940151,0.000606998,0.00001989117,0.00009772358,0.00005345583,0.0002914635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04131087,"threshold_uncertainty_score":0.8910646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06701967020901983,"score_gpt":0.3507738008936152,"score_spread":0.2837541306845954,"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."}}