{"id":"W4200112797","doi":"10.1016/j.annonc.2021.12.006","title":"COVID-19 vaccination and breakthrough infections in patients with cancer","year":2021,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Institutes of Health","keywords":"Medicine; Vaccination; Cancer; Immunology; Malignancy; Intensive care medicine; Internal 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":[0.0003463574,0.0001401029,0.000260416,0.0003753872,0.0003979732,0.0004329857,0.0001736122,0.0002958,0.001651675],"category_scores_gemma":[0.001852405,0.0001030167,0.0004348742,0.0007576885,0.0001637972,0.0003864751,0.0005129273,0.0005573167,0.00009887533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004717354,"about_ca_system_score_gemma":0.0003949885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005131367,"about_ca_topic_score_gemma":0.007560675,"domain_scores_codex":[0.9996623,0.00007363809,0.00003313449,0.00006184024,0.00005435006,0.0001148067],"domain_scores_gemma":[0.9985774,0.0001725737,0.0008170539,0.00004645879,0.00009953027,0.0002869996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002942736,0.00002182423,0.9949575,0.00002907386,0.00005060721,0.00007618068,0.00003901801,0.00009447704,0.0001289302,0.00003162599,0.0003747043,0.003901818],"study_design_scores_gemma":[0.00001184357,0.0001500031,0.9984897,0.00002880975,0.00002308608,0.0003356582,0.0001334114,0.000235396,0.00004770157,0.00004722598,0.0004929769,0.000004095568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965184,0.001571406,0.0001075879,0.0001498813,0.00001805114,0.00001841802,0.0005981382,0.000005654998,0.001012479],"genre_scores_gemma":[0.9987607,0.0004018973,0.00005830754,0.00004225902,0.00001653317,0.000009791079,0.0006020193,0.000001394382,0.0001071988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005131367,"threshold_uncertainty_score":0.010203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249304241176766,"score_gpt":0.4940313365521811,"score_spread":0.3691009124345045,"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."}}