{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000886382,0.0001806324,0.0003073133,0.001119761,0.0004974643,0.0009456443,0.0006667653,0.001120977,0.007846454],"category_scores_gemma":[0.0174907,0.0001757643,0.0005898966,0.000931786,0.000270248,0.0006678187,0.000921499,0.001961373,0.0005530363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162632,"about_ca_system_score_gemma":0.00160427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560271,"about_ca_topic_score_gemma":0.01118129,"domain_scores_codex":[0.9986942,0.0003201806,0.0001537252,0.000162041,0.0002180448,0.000451851],"domain_scores_gemma":[0.9942037,0.001797818,0.002159219,0.0002023507,0.0006187036,0.001018272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001127596,0.0001412954,0.9677108,0.0001412786,0.00008368019,0.0008097289,0.000339223,0.0002775698,0.0002985441,0.0007370402,0.00807949,0.02025363],"study_design_scores_gemma":[0.00004233427,0.0002331698,0.9886242,0.0004029585,0.0001048419,0.002505578,0.001701795,0.000843876,0.0002879568,0.000659288,0.004558797,0.00003519277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942109,0.008534087,0.0004685919,0.01273881,0.0005596567,0.0000753498,0.007219439,0.00009130866,0.02820387],"genre_scores_gemma":[0.9954339,0.001015012,0.0002219202,0.0007974075,0.0001667108,0.00002119372,0.001806985,0.0000108914,0.0005259337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01560271,"threshold_uncertainty_score":0.0310238,"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."}}