{"id":"W2320046870","doi":"10.1097/ncc.0000000000000179","title":"Consistency and Accuracy of Multiple Pain Scales Measured in Cancer Patients From Multiple Ethnic Groups","year":2014,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Medicine; Visual analogue scale; Cancer pain; Brief Pain Inventory; McGill Pain Questionnaire; Physical therapy; Receiver operating characteristic; Confidence interval; Cancer; Chronic pain; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02140778,0.0003694279,0.0007172624,0.001872901,0.000512529,0.001164,0.0006831777,0.0005091689,0.0009237332],"category_scores_gemma":[0.05647245,0.000283079,0.0009355043,0.001231325,0.0009331403,0.0006855351,0.001088089,0.0005412081,0.00029468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000449418,"about_ca_system_score_gemma":0.0003496195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148166,"about_ca_topic_score_gemma":0.002115946,"domain_scores_codex":[0.981149,0.0105235,0.00266844,0.001569232,0.003618206,0.0004715469],"domain_scores_gemma":[0.9456661,0.03552313,0.008733932,0.003922848,0.005703571,0.0004504285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002209391,0.0000579083,0.9856163,0.00007690076,0.0004600179,0.00004527402,0.0008169767,0.0002467489,0.0005560896,0.00006912068,0.0001560984,0.0116775],"study_design_scores_gemma":[0.00002518239,0.0001693497,0.9959487,0.00006069201,0.0001227242,0.0003155452,0.0006669532,0.001528452,0.0005751522,0.0001965109,0.0003763692,0.00001431229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947706,0.0006743277,0.002444186,0.0001190131,0.00004585569,0.0001057848,0.000273509,0.00002124235,0.001545409],"genre_scores_gemma":[0.9984047,0.0001001066,0.00107987,0.0000358674,0.00001823825,0.00006445347,0.0002016802,0.000006473941,0.00008869127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02140778,"threshold_uncertainty_score":0.1132165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073607398859619,"score_gpt":0.3155309516122001,"score_spread":0.2747948776236039,"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."}}