{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008979304,0.0002925098,0.0003991784,0.0004653736,0.0004940081,0.0009088304,0.0004284332,0.0006375387,0.003596527],"category_scores_gemma":[0.01103929,0.0001834776,0.0007359381,0.0008468477,0.0003637289,0.0009362752,0.0006617769,0.0008502428,0.0003067834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005044306,"about_ca_system_score_gemma":0.0005887926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008609298,"about_ca_topic_score_gemma":0.001969781,"domain_scores_codex":[0.9971018,0.001802685,0.0003073953,0.0002437148,0.0003054065,0.0002390014],"domain_scores_gemma":[0.9903187,0.002224169,0.005783166,0.0002763656,0.0004330641,0.000964598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01227123,0.0007797788,0.977097,0.0001520424,0.0002613022,0.0001347166,0.0001761737,0.0001219938,0.0002545704,0.00006989291,0.0009374119,0.007744055],"study_design_scores_gemma":[0.001404131,0.005704834,0.9894828,0.00009446879,0.0002064305,0.0004652252,0.0002233319,0.0005996084,0.0002932574,0.0001538812,0.001351346,0.00002070134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963833,0.0006263477,0.0001428508,0.0002375301,0.00001499748,0.0002775968,0.001451888,0.000003609843,0.0008618279],"genre_scores_gemma":[0.9978015,0.0001005248,0.0002492005,0.0001786818,0.00001881067,0.0003445878,0.0009607615,0.0000025226,0.0003433688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008979304,"threshold_uncertainty_score":0.04748768,"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."}}