{"id":"W4388201112","doi":"10.1200/op.2023.19.11_suppl.103","title":"Financial toxicity, quality of life, symptom burden, and access to resources in early-phase clinical trial (EP-CT) participants.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Toxicity; Finance; Internal medicine; Physical therapy; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007492364,0.0001998145,0.001284333,0.0003970059,0.00009809257,0.0001064239,0.0004639414,0.0002915001,0.0001095669],"category_scores_gemma":[0.02735603,0.0002382248,0.0001441668,0.0006021645,0.00022215,0.001052251,0.0004248198,0.0004888289,0.0003786086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672621,"about_ca_system_score_gemma":0.0003247055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922525,"about_ca_topic_score_gemma":0.0009859679,"domain_scores_codex":[0.9960495,0.0003046182,0.002329441,0.0006555644,0.00006756086,0.0005933166],"domain_scores_gemma":[0.9949052,0.002860016,0.001454432,0.0004131773,0.00007557381,0.0002915974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08128267,0.003055376,0.7197189,0.0001505399,0.000333689,0.0001719946,0.006845522,0.0003265301,0.00003774105,0.09132516,0.02503541,0.07171651],"study_design_scores_gemma":[0.0317349,0.00241372,0.5206247,0.00002091575,0.00002877843,0.000003083217,0.0002731183,0.0002040903,0.00001716411,0.007109374,0.4371899,0.0003802543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762923,0.000386915,0.00007546598,0.01016569,0.001323647,0.0006753711,0.0001260865,0.00004321857,0.01091133],"genre_scores_gemma":[0.9946316,0.0008372869,0.0002295045,0.002901357,0.0009291802,0.00009805681,0.000005473447,0.00002444907,0.0003430506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4121545,"threshold_uncertainty_score":0.980837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3020607061671663,"score_gpt":0.4931881438777093,"score_spread":0.1911274377105429,"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."}}