{"id":"W4379336529","doi":"10.1200/jco.2023.41.16_suppl.e17110","title":"Impact of obesity on admissions for COVID-19 with concurrent prostate cancer.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital","funders":"","keywords":"Medicine; Prostate cancer; Obesity; Cancer; Retrospective cohort study; Population; Comorbidity; Pulmonary embolism; 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":[0.0004450941,0.0001973824,0.0002104618,0.0007672438,0.000588953,0.0007531318,0.0003723625,0.0003263359,0.004952033],"category_scores_gemma":[0.003343441,0.0002069674,0.0007615779,0.001190061,0.0002440231,0.0004679107,0.001169939,0.0009355756,0.0002607795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008713835,"about_ca_system_score_gemma":0.001282308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357332,"about_ca_topic_score_gemma":0.04484497,"domain_scores_codex":[0.9994156,0.0001302017,0.00006949002,0.00007591125,0.0001228677,0.0001859348],"domain_scores_gemma":[0.9963643,0.0004382085,0.001800864,0.00006067971,0.0002633738,0.00107265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006736968,0.00002487257,0.9981905,0.00001759439,0.00002495547,0.00008964221,0.00001606755,0.00003842711,0.00002398729,0.00002170554,0.0003479685,0.001137029],"study_design_scores_gemma":[0.00000371448,0.00003767034,0.9991481,0.00002677567,0.00001348515,0.0002271099,0.0001935148,0.0001448193,0.00001186753,0.00001866115,0.000170956,0.000003337437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935758,0.0008831235,0.0000368996,0.0005473519,0.00005054353,0.00002108596,0.002233309,0.000006245553,0.002645656],"genre_scores_gemma":[0.9980972,0.0002910391,0.00003546276,0.00009512925,0.00004067578,0.000007567729,0.001227594,0.000002432027,0.0002028536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02357332,"threshold_uncertainty_score":0.0468722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4599008479179749,"score_gpt":0.6697279335816271,"score_spread":0.2098270856636522,"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."}}