{"id":"W3130876934","doi":"10.1158/1538-7445.sabcs20-ps2-27","title":"Abstract PS2-27: Benefits of a rapid diagnostic centre for breast cancer care during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Breast cancer; Pandemic; Coronavirus disease 2019 (COVID-19); Referral; Malignancy; Retrospective cohort study; Cancer; Internal medicine; Pediatrics; Radiology; Disease; Family medicine","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":[0.001558125,0.0001468687,0.0001284495,0.0005937065,0.0006269051,0.0008906276,0.0005110871,0.0005256211,0.006799525],"category_scores_gemma":[0.007515538,0.0001266691,0.00024886,0.0007654662,0.0004358339,0.0006039007,0.001399601,0.000669376,0.0005638183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001677619,"about_ca_system_score_gemma":0.003996256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0125254,"about_ca_topic_score_gemma":0.01336787,"domain_scores_codex":[0.9987319,0.0005196091,0.00008947231,0.0001119239,0.0002535286,0.0002935803],"domain_scores_gemma":[0.9934856,0.001319658,0.002171138,0.0001841686,0.0009643965,0.001875079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007429285,0.0002167382,0.9134331,0.0005511616,0.00004250962,0.001812665,0.0006615041,0.0003433681,0.001518313,0.0003426019,0.01291268,0.06742239],"study_design_scores_gemma":[0.00004376034,0.0006558761,0.9858502,0.0002616986,0.00002298144,0.001962045,0.002476563,0.0002817976,0.000312151,0.00007093684,0.008045352,0.00001662804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793953,0.001735402,0.000360591,0.004796694,0.0002424091,0.0001571092,0.001816412,0.00005101262,0.01144504],"genre_scores_gemma":[0.9967545,0.0006105534,0.0003905422,0.000771125,0.0001299144,0.00005139083,0.000677277,0.00001029648,0.0006044779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0125254,"threshold_uncertainty_score":0.02490503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2154564370774608,"score_gpt":0.5040283179643178,"score_spread":0.288571880886857,"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."}}