{"id":"W7005110956","doi":"","title":"Patient-reported symptoms in daily oncology practice","year":2024,"lang":"en","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Population; Quality of life (healthcare); Distressing; Limiting; Context (archaeology)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004739153,0.0005413407,0.00108784,0.002528351,0.0004405621,0.0001243089,0.0007520405,0.0009084677,0.001282341],"category_scores_gemma":[0.0001253181,0.0007849564,0.000453409,0.00152079,0.0002090586,0.0009321241,0.0003197342,0.0009815505,0.003952035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003175461,"about_ca_system_score_gemma":0.0004732947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003189535,"about_ca_topic_score_gemma":0.0006926933,"domain_scores_codex":[0.9965999,0.0001333876,0.0007958001,0.00168997,0.0001390417,0.0006419285],"domain_scores_gemma":[0.9973934,0.0002271245,0.001235813,0.0007276912,0.0001754656,0.0002405209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004190101,0.003197302,0.008075455,0.001040459,0.008925785,0.04681281,0.04929541,0.000366045,0.0001729797,0.2404227,0.6152141,0.0222869],"study_design_scores_gemma":[0.001177785,0.0001567396,0.0004121184,0.0001815134,0.000336819,0.00005162367,0.04268196,0.00009156728,0.00006425654,0.0003035309,0.9537796,0.000762425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06098773,0.001347533,0.00001127802,0.0001742908,0.009495504,0.0004410696,0.0002473386,0.000189304,0.927106],"genre_scores_gemma":[0.03785411,0.0009777319,0.0002308423,0.00006346313,0.0001205312,0.00000111422,0.0002667843,0.00005222535,0.9604332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3385656,"threshold_uncertainty_score":0.9996306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01647698242407775,"score_gpt":0.2004323706929573,"score_spread":0.1839553882688796,"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."}}