{"id":"W2786841614","doi":"10.1016/j.jpainsymman.2018.01.016","title":"Rasch Analysis of the Edmonton Symptom Assessment System","year":2018,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Cancer survivorship and care","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Rasch model; Differential item functioning; Polytomous Rasch model; Medicine; Palliative care; Psychometrics; Item response theory; Rating scale; Clinical psychology; Statistics; Nursing; Mathematics","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":[0.005786835,0.0005107954,0.0006271259,0.002583646,0.0006154255,0.0007991539,0.0005776638,0.0002660717,0.005785157],"category_scores_gemma":[0.02490313,0.00019111,0.001192773,0.001971539,0.0002976274,0.0005726077,0.001125584,0.0007529879,0.0007592852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008747656,"about_ca_system_score_gemma":0.001942615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03168742,"about_ca_topic_score_gemma":0.04741322,"domain_scores_codex":[0.9940341,0.003352119,0.0004461009,0.0006025025,0.001212932,0.0003521341],"domain_scores_gemma":[0.9793161,0.01411653,0.00121415,0.001147947,0.003979826,0.0002255168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001226461,0.0003550427,0.8685783,0.0001229144,0.00075189,0.0001167294,0.00176114,0.002838783,0.0007785758,0.001794357,0.004546959,0.1171287],"study_design_scores_gemma":[0.00003758452,0.0002878938,0.9873339,0.00003534495,0.0001353942,0.00005831567,0.0007258751,0.008341171,0.0003147636,0.0006603835,0.002041903,0.00002749341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787971,0.0001943422,0.01109044,0.0001972811,0.0000758219,0.000482698,0.003907214,0.0001990625,0.005056067],"genre_scores_gemma":[0.9831377,0.0001131184,0.009436721,0.0000381472,0.00003456895,0.0006770477,0.003083997,0.00005933555,0.003419281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03168742,"threshold_uncertainty_score":0.06300598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007484019843621535,"score_gpt":0.2729865866258876,"score_spread":0.2655025667822661,"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."}}