{"id":"W3108808294","doi":"10.1158/1557-3265.covid-19-s09-03","title":"Abstract S09-03: Factors affecting COVID-19 outcomes in cancer patients: A first report from Guy’s Cancer Centre in London","year":2020,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Proportional hazards model; Logistic regression; Infectious disease (medical specialty)","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":[0.000504574,0.0003383611,0.0004921744,0.001603291,0.000522603,0.001046377,0.0004648002,0.0005714954,0.003713295],"category_scores_gemma":[0.002234015,0.0003675384,0.0005113417,0.00297655,0.0004432867,0.0004108544,0.001350882,0.0005838157,0.0009114979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014946,"about_ca_system_score_gemma":0.001389422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08237179,"about_ca_topic_score_gemma":0.07674914,"domain_scores_codex":[0.9993667,0.0001466618,0.0001146361,0.0001096836,0.0001206064,0.0001417982],"domain_scores_gemma":[0.9969335,0.000532001,0.001176237,0.0001783542,0.0005362464,0.0006437747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001612917,0.00001566674,0.9891868,0.0002323499,0.0000526922,0.001785186,0.00098656,0.0000767359,0.000211363,0.00003896813,0.003962262,0.003290185],"study_design_scores_gemma":[0.00001845458,0.00007045132,0.9942824,0.0001215623,0.00002271627,0.001716926,0.001527279,0.00004382799,0.00007279445,0.00001189648,0.00209665,0.0000150614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784783,0.005431968,0.0001617665,0.001161215,0.00005663305,0.00008834537,0.009672893,0.00002725347,0.004921599],"genre_scores_gemma":[0.9923559,0.00191251,0.0001047923,0.000281074,0.00005710087,0.00004656243,0.004268364,0.00001491715,0.000958721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08237179,"threshold_uncertainty_score":0.1637846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4924709258620671,"score_gpt":0.6148091543827036,"score_spread":0.1223382285206364,"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."}}