{"id":"W4251668037","doi":"10.1200/jco.2021.39.15_suppl.6526","title":"Financial toxicity, symptom burden, illness perceptions, and communication confidence in cancer clinical trial participants.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","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; Clinical trial; Marital status; Confidence interval; Population; Adverse effect; Cancer; Physical therapy; Internal medicine; Environmental health","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":[0.00541035,0.0001934336,0.0003104433,0.0005364988,0.0004856041,0.0009176758,0.0002865193,0.0005269872,0.002883989],"category_scores_gemma":[0.01931528,0.0001792495,0.0005011129,0.0008053807,0.0003254731,0.0006142049,0.0005606058,0.0009037597,0.0002210091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004325973,"about_ca_system_score_gemma":0.0006894486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652222,"about_ca_topic_score_gemma":0.002196399,"domain_scores_codex":[0.9977512,0.001085905,0.0003229388,0.000158325,0.0004586178,0.0002229975],"domain_scores_gemma":[0.9824545,0.003367326,0.01178958,0.0003306113,0.0007247816,0.001333332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001032396,0.0003791037,0.9923315,0.00007427116,0.0001024396,0.00004313902,0.0003472897,0.0000485497,0.0001130621,0.00002669749,0.0003727656,0.005128744],"study_design_scores_gemma":[0.00008453854,0.0007115217,0.9979333,0.00003565489,0.00005109758,0.0001397169,0.0002742496,0.0002296626,0.00006762141,0.00004722744,0.0004159014,0.000009527081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980907,0.0004375359,0.00005714479,0.0001907852,0.000009081578,0.00005955183,0.0004412383,0.000002448656,0.0007115366],"genre_scores_gemma":[0.9991737,0.00009312557,0.00009996462,0.00009900468,0.00001507918,0.00008228615,0.0002857981,0.000001223108,0.0001497113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00541035,"threshold_uncertainty_score":0.02861297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2730543089068324,"score_gpt":0.479963326361349,"score_spread":0.2069090174545167,"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."}}