{"id":"W4400642887","doi":"10.1200/op.23.00733","title":"Financial Distress in Genitourinary Cancer: Insights From CDC National Health Interview Survey","year":2024,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Medicine; Distress; Health care; Cancer; Mental health; Population; Gerontology; Logistic regression; Demography; Family medicine; Psychiatry; Clinical psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732371,0.0002032467,0.0002431904,0.001528618,0.0003539294,0.0004449123,0.0002872704,0.0002437984,0.0009543043],"category_scores_gemma":[0.005961899,0.0001090497,0.0004737384,0.002427675,0.000165285,0.0003470881,0.001118907,0.000501651,0.000120462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006145668,"about_ca_system_score_gemma":0.000676712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02827954,"about_ca_topic_score_gemma":0.04605983,"domain_scores_codex":[0.9989157,0.0004648861,0.0001794445,0.00008193168,0.0001996407,0.0001584008],"domain_scores_gemma":[0.9972075,0.00051827,0.001384111,0.0001066726,0.0004600007,0.0003235058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000172096,0.00002132667,0.9949365,0.00004679745,0.00002971412,0.0000217868,0.0002567175,0.00008287111,0.00002754666,0.00003081672,0.001042425,0.003486312],"study_design_scores_gemma":[0.00000181325,0.00002614146,0.9981864,0.00003507835,0.0000115372,0.00004041419,0.0006468212,0.0001136528,0.0000209337,0.0000203708,0.0008921959,0.000004597483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710778,0.001272117,0.0002926788,0.0009778154,0.0000372858,0.000198926,0.02267933,0.00001305552,0.00345092],"genre_scores_gemma":[0.9880614,0.000753005,0.0004398639,0.0002590268,0.00002013667,0.0001892108,0.009993293,0.000002892605,0.0002812031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02827954,"threshold_uncertainty_score":0.05622989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029656818901766,"score_gpt":0.3713322214490497,"score_spread":0.2683665395588731,"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."}}