{"id":"W4307580784","doi":"10.1002/cnr2.1714","title":"Association between neighborhood socioeconomic status, built environment and <scp>SARS‐CoV</scp>‐2 infection among cancer patients treated at a Tertiary Cancer Center in New York City","year":2022,"lang":"en","type":"article","venue":"Cancer Reports","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"Clovis Oncology","keywords":"Medicine; Demography; Cancer; Odds ratio; Socioeconomic status; Lung cancer; Population; Gerontology; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002771351,0.0002713079,0.0005182122,0.0001852938,0.0002305107,0.00002601662,0.00004004804,0.0001847229,0.0005276736],"category_scores_gemma":[0.0000845326,0.0002860658,0.0001007407,0.0001511941,0.00003449419,0.0001682739,0.0001473356,0.0004779485,0.000003061371],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01392866,"about_ca_system_score_gemma":0.001099107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1619744,"about_ca_topic_score_gemma":0.03520668,"domain_scores_codex":[0.9975289,0.0001140369,0.0006863821,0.0006279715,0.0004161387,0.0006265839],"domain_scores_gemma":[0.9984709,0.00009452258,0.0007737779,0.0002719837,0.00004026802,0.0003485266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003948965,0.0001188957,0.9743133,0.00009618563,0.0002087389,0.00004132193,0.001377217,0.0000789249,0.0002323425,1.369669e-7,0.01561901,0.007874457],"study_design_scores_gemma":[0.001904908,0.0001442251,0.9464422,0.0001090652,0.0002156096,0.000005703941,0.00002773991,0.00003392766,0.0009163662,0.00002470502,0.05004583,0.0001297626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945197,0.001981877,0.000002851266,0.001377519,0.0006160479,0.00107614,0.0002621527,0.00005951099,0.0001042702],"genre_scores_gemma":[0.9930342,0.002117031,0.000002754048,0.001928923,0.0003503626,0.0004610111,0.0002833707,0.00004987817,0.001772421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1267678,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341508141167717,"score_gpt":0.3174153358738795,"score_spread":0.2840002544622024,"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."}}