{"id":"W4387774241","doi":"10.3390/curroncol30100665","title":"Toxicities and Quality of Life during Cancer Treatment in Advanced Solid Tumors","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sociedad Española de Oncología Médica; AstraZeneca","keywords":"Medicine; Cancer; Quality of life (healthcare); Solid tumor; Cancer research; Oncology; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009812804,0.0001214553,0.0005669872,0.0001733075,0.0000282792,0.00000153311,0.0000299657,0.00005533724,0.0001608722],"category_scores_gemma":[0.00003785085,0.0001020607,0.00005472584,0.0001980187,0.0001087789,0.00002956577,0.00003612529,0.00009094837,0.000007145262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004276673,"about_ca_system_score_gemma":0.0003011909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003183309,"about_ca_topic_score_gemma":0.001144114,"domain_scores_codex":[0.9990615,0.00007894543,0.0003375909,0.0002073924,0.00007583592,0.0002387796],"domain_scores_gemma":[0.9995212,0.0001402052,0.0001093672,0.00009321627,0.0000324144,0.0001036188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001971493,0.001236123,0.8959703,0.0005669738,0.0001414277,0.0000455046,0.003347673,0.00007292196,0.03003748,0.0001120023,0.0003351641,0.06616294],"study_design_scores_gemma":[0.01136523,0.001473092,0.9661008,0.0001133474,0.00008174809,0.000005974079,0.0007904934,0.00007317813,0.01080182,0.00006076409,0.009013178,0.0001203509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992551,0.00505324,3.926966e-7,0.0008738516,0.0005889634,0.0003899189,0.00003489925,0.00004289722,0.0004648648],"genre_scores_gemma":[0.9916567,0.007262558,0.00001205993,0.00004896098,0.0001430151,0.0002836963,0.00002547111,0.000009901583,0.0005576531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07013053,"threshold_uncertainty_score":0.4161914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2136599389160334,"score_gpt":0.5182036367719955,"score_spread":0.3045436978559622,"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."}}