{"id":"W4394115040","doi":"10.6084/m9.figshare.19904635","title":"Predictors of Emotional and Physical Symptoms Reported by Cancer Patients","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Cancer; Clinical psychology; Medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001369263,0.0001837129,0.0003785598,0.0001065007,0.0004582158,0.000004932133,0.0002489542,0.0002970631,0.7337233],"category_scores_gemma":[0.002144632,0.0001662249,0.00005624241,0.0001895423,0.00001623391,0.00004464856,0.0004744139,0.001495322,0.0002733666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037846,"about_ca_system_score_gemma":0.001356886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000705143,"about_ca_topic_score_gemma":0.00004097454,"domain_scores_codex":[0.9974423,0.0003710925,0.0005200394,0.0003778061,0.0007921439,0.0004965863],"domain_scores_gemma":[0.9978755,0.0006861517,0.0005135894,0.0003447611,0.0002752907,0.00030478],"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":[0.00001947141,0.0001264613,0.004041119,0.003471897,0.00004499124,0.000003891068,0.00008889378,3.156068e-7,3.226787e-7,1.038072e-7,0.9920019,0.000200651],"study_design_scores_gemma":[0.0004105441,0.0001345102,0.01456134,0.002074516,0.0000170442,2.182319e-7,0.00001500988,0.000007044718,8.296693e-7,0.000002699486,0.9826539,0.0001223487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002715672,0.0001966093,3.178744e-9,0.00007785156,0.0003117846,0.0008997119,0.9956697,0.00002345471,0.0001052777],"genre_scores_gemma":[0.0002116429,0.00005924694,2.167536e-7,0.0003057692,0.0003819096,0.001417596,0.9970213,0.00002410641,0.0005782092],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7334499,"threshold_uncertainty_score":0.6778455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06097606728600252,"score_gpt":0.4402765536902373,"score_spread":0.3793004864042347,"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."}}