{"id":"W3129720267","doi":"10.1158/1538-7445.sabcs20-ps7-01","title":"Abstract PS7-01: Characteristics and outcomes of SARS-CoV-2 infection in patients with invasive breast cancer (BC) from the COVID-19 and cancer consortium (CCC19) cohort study","year":2021,"lang":"en","type":"article","venue":"Cancer Research","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Cancer; Cohort; Intensive care unit; Proportional hazards model; Lung cancer; Internal medicine; Emergency medicine","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":[0.000599132,0.0002762248,0.0003061984,0.0006933762,0.0007005005,0.0008291249,0.0005649399,0.0003723133,0.003453458],"category_scores_gemma":[0.001793827,0.0002759858,0.0004351758,0.001926717,0.0002342082,0.0005158689,0.0006812584,0.0007540542,0.0005847092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008398119,"about_ca_system_score_gemma":0.001794314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04169902,"about_ca_topic_score_gemma":0.0604069,"domain_scores_codex":[0.9994665,0.00007115613,0.00006266417,0.0001488107,0.0001299018,0.0001209833],"domain_scores_gemma":[0.9985073,0.00009235332,0.0005352482,0.000158579,0.0003275281,0.0003788924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000219724,0.00003004553,0.9972309,0.00001380783,0.00004714566,0.00004374447,0.00004607647,0.00003685695,0.000105903,0.0000250561,0.001661473,0.0005391804],"study_design_scores_gemma":[0.00003569221,0.00007334895,0.9983653,0.00001354161,0.00003072673,0.0001563237,0.0002010489,0.0001465087,0.00003686599,0.00002303434,0.0009125893,0.00000492531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710919,0.0002045588,0.0001463152,0.0001683784,0.0000237748,0.00006379145,0.02699433,0.000008726848,0.00129832],"genre_scores_gemma":[0.9765842,0.0001719461,0.00011002,0.0001292258,0.00003022775,0.00008983184,0.02221747,0.000008563999,0.0006586126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04169902,"threshold_uncertainty_score":0.08291262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1562896645942554,"score_gpt":0.4787545835322322,"score_spread":0.3224649189379767,"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."}}