{"id":"W4379281361","doi":"10.1200/jco.2023.41.16_suppl.6623","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":"Journal of Clinical Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Toxicity; Internal medicine; Finance; Clinical trial; 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":[0.007856986,0.0002876316,0.0003748614,0.0004477582,0.0005009907,0.0008588855,0.0003763647,0.0005975358,0.004248363],"category_scores_gemma":[0.01011929,0.0001840374,0.0006967517,0.0008220401,0.0003239413,0.0008998823,0.0006347945,0.0008334701,0.0003602782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004398169,"about_ca_system_score_gemma":0.0005410219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008089499,"about_ca_topic_score_gemma":0.001854386,"domain_scores_codex":[0.9975052,0.001512636,0.0002764557,0.0002251502,0.0002590368,0.0002215661],"domain_scores_gemma":[0.9915903,0.001877918,0.00497011,0.0002677431,0.0003831447,0.000910809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01468002,0.0008648118,0.9734833,0.0001629837,0.0002739611,0.0001382894,0.0001837964,0.0001272646,0.0002877596,0.00007934214,0.001259647,0.008458704],"study_design_scores_gemma":[0.001691532,0.006138494,0.9883823,0.00009893459,0.0002379545,0.0004998431,0.0002300794,0.0005745009,0.0002935954,0.0001669814,0.001663442,0.00002225518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961007,0.0006195277,0.0001414134,0.0002381515,0.00001717704,0.0002755118,0.001690987,0.000003868036,0.0009126185],"genre_scores_gemma":[0.9975412,0.000107713,0.0002494217,0.0001879422,0.00002177883,0.0003790012,0.001063494,0.000002837897,0.0004467056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007856986,"threshold_uncertainty_score":0.04155219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4690957207359167,"score_gpt":0.5404443154155059,"score_spread":0.0713485946795892,"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."}}