{"id":"W4391902804","doi":"10.1093/jncics/pkae007","title":"Medical financial hardship between young adult cancer survivors and matched individuals without cancer in the United States","year":2024,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Cancer; Young adult; Cancer survivorship; Gerontology; Internal medicine; Survivorship curve","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":[0.0004599837,0.0001607174,0.0002279466,0.0009681488,0.0005517332,0.0004506843,0.0001955333,0.0002756815,0.001558178],"category_scores_gemma":[0.002012673,0.0001558346,0.0003352651,0.001026877,0.0002736836,0.0004710024,0.0005888596,0.0003347292,0.0001265531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003395153,"about_ca_system_score_gemma":0.0003940214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02311139,"about_ca_topic_score_gemma":0.03089346,"domain_scores_codex":[0.9997082,0.0000642302,0.00004593421,0.00006536541,0.00005126111,0.00006495813],"domain_scores_gemma":[0.9988733,0.0001698525,0.0006042226,0.00003721902,0.0000803589,0.0002350119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002126541,0.00001581297,0.9991763,0.00000437688,0.00001429422,0.00002644268,0.0000883899,0.00001232358,0.00002001083,0.000007107868,0.0000679956,0.0005456146],"study_design_scores_gemma":[0.000002424184,0.00004798038,0.999064,0.000009810018,0.00001161733,0.00009593693,0.0005754608,0.00005181227,0.00001891708,0.00001216785,0.0001078881,0.000001938957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993242,0.0001083546,0.00001789454,0.00002812874,0.000004775034,0.000004918193,0.0003497088,7.575164e-7,0.0001612593],"genre_scores_gemma":[0.9993984,0.00008837414,0.00002261277,0.00002754997,0.000004117411,0.0000076224,0.0003783508,3.999947e-7,0.00007257558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02311139,"threshold_uncertainty_score":0.04595375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493046606264745,"score_gpt":0.2805691343259507,"score_spread":0.2556386682633032,"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."}}