{"id":"W2590456362","doi":"10.1200/jco.2014.32.30_suppl.236","title":"Assessing the utility of a patient-reported screener question to detect fatigue symptoms: Improving the quality of systematic symptom measurement in clinical practice.","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cancer-related fatigue; Quality of life (healthcare); Physical therapy; Intervention (counseling); Clinical Practice; Disease; Cancer; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1978743,0.0006790542,0.003006562,0.004667506,0.0007602307,0.002061535,0.001648885,0.00170094,0.0007985488],"category_scores_gemma":[0.3906138,0.001026813,0.003050723,0.004631687,0.001227497,0.002613258,0.002663318,0.001030749,0.0002113217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002610347,"about_ca_system_score_gemma":0.005884565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005945802,"about_ca_topic_score_gemma":0.01354633,"domain_scores_codex":[0.7620934,0.1756848,0.03714706,0.00451926,0.01957786,0.0009775906],"domain_scores_gemma":[0.5338306,0.3333477,0.07777309,0.01086769,0.03985574,0.004325124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001444772,0.0004232476,0.8313602,0.007916448,0.004546784,0.00009440383,0.003393863,0.0009518241,0.0005120012,0.000253378,0.004168774,0.1449344],"study_design_scores_gemma":[0.001204658,0.002781622,0.9728747,0.002950412,0.001965976,0.0003011797,0.001472975,0.01049013,0.0004434913,0.000613989,0.004732582,0.0001682664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8712755,0.03467814,0.0485956,0.008434276,0.0006565242,0.02259611,0.006882356,0.0005835253,0.006297942],"genre_scores_gemma":[0.9286861,0.003264429,0.05660849,0.0009938951,0.0001501138,0.00841888,0.001614192,0.00003009836,0.0002338518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1978743,"threshold_uncertainty_score":0.9891638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2958733223473227,"score_gpt":0.538813356578045,"score_spread":0.2429400342307222,"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."}}