{"id":"W2801631374","doi":"10.1080/23809000.2018.1467211","title":"The Edmonton Classification System for Cancer Pain: a tool with potential for an evolving role in cancer pain assessment and management","year":2018,"lang":"en","type":"article","venue":"Expert Review of Quality of Life in Cancer Care","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; Ottawa Hospital","funders":"","keywords":"Medicine; Cancer pain; Cancer; Pain assessment; MEDLINE; Psychological intervention; Pain medicine; Pain management; Physical therapy; Intensive care medicine; Internal medicine; Pathology; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004114016,0.0001797567,0.0006439046,0.00007588125,0.00009148848,0.00002056854,0.0001686529,0.00005482725,0.00001417443],"category_scores_gemma":[0.0001628503,0.0001243423,0.00009954203,0.0001839133,0.0001004637,0.0001004231,0.00003675168,0.00007034028,5.564817e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006529894,"about_ca_system_score_gemma":0.0002602873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005754611,"about_ca_topic_score_gemma":0.01333884,"domain_scores_codex":[0.9977254,0.0004611859,0.0008153753,0.0003638595,0.0003835856,0.0002506277],"domain_scores_gemma":[0.9983601,0.0002335122,0.000457196,0.0004118127,0.0004742912,0.00006307915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001415835,0.0002562837,0.265562,0.1782319,0.0004265679,0.000001312755,0.005973617,0.00003302307,0.000786163,0.001875888,0.009940238,0.5354972],"study_design_scores_gemma":[0.006721628,0.001496897,0.7188197,0.0949022,0.0004026768,1.432229e-7,0.06271676,0.02188046,0.0002349541,0.0000558039,0.09212119,0.0006476281],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1564988,0.7918805,0.01451283,0.0183694,0.0006672505,0.01719702,0.0001917941,0.00006315746,0.0006192221],"genre_scores_gemma":[0.8591989,0.124781,0.003847196,0.003239093,0.0005297005,0.008251112,0.00005524243,0.00003335903,0.00006431706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7027001,"threshold_uncertainty_score":0.869929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07452856739216748,"score_gpt":0.4354948268098814,"score_spread":0.3609662594177139,"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."}}