{"id":"W3214445000","doi":"10.1161/circ.144.suppl_1.12757","title":"Abstract 12757: Impact of Social Vulnerability on Cardio-Oncology Mortality in the United States","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Vulnerability (computing); Gerontology; Intensive care medicine; Internal medicine; Environmental health; Oncology","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":[0.0004785809,0.0002146097,0.0001982003,0.001170517,0.0005271884,0.0005959314,0.000341467,0.0002496656,0.003929742],"category_scores_gemma":[0.00218227,0.0001396041,0.0004478979,0.001506342,0.0002294726,0.0004040063,0.001207024,0.0005132139,0.00038272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006492166,"about_ca_system_score_gemma":0.000982899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04263996,"about_ca_topic_score_gemma":0.05681005,"domain_scores_codex":[0.9996048,0.0000960656,0.00004608354,0.00007275461,0.0001006525,0.00007962598],"domain_scores_gemma":[0.9987614,0.0001695211,0.0005836981,0.00005452125,0.0001897437,0.0002411521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003077022,0.00002807815,0.9874515,0.0000632029,0.00009793063,0.0000341768,0.0001147091,0.0001333951,0.0000523999,0.0001374834,0.005478083,0.006378366],"study_design_scores_gemma":[0.000002909948,0.00001263919,0.9977236,0.00005261335,0.00002708858,0.00004023148,0.0001945405,0.0001521091,0.00002254583,0.000135809,0.001631934,0.000003805432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350228,0.002268779,0.0004033514,0.002747449,0.0001111859,0.00005848835,0.04954496,0.00006268208,0.009780369],"genre_scores_gemma":[0.9833252,0.001323356,0.0003285853,0.0004155389,0.0001153689,0.00007527438,0.01354781,0.00001085298,0.0008579565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04263996,"threshold_uncertainty_score":0.08478355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08855666942605253,"score_gpt":0.4411828479945551,"score_spread":0.3526261785685025,"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."}}