{"id":"W2025154536","doi":"10.1089/jpm.2012.0390","title":"The Edmonton Classification System for Cancer Pain: Comparison of Pain Classification Features and Pain Intensity Across Diverse Palliative Care Settings in Eight Countries","year":2013,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cancer pain; Palliative care; Distress; Pain assessment; Addiction; Cancer; Neuropathic pain; Cognition; Physical therapy; Internal medicine; Pain management; Psychiatry; Clinical psychology; Anesthesia; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.002439403,0.0002270412,0.0003405998,0.002678716,0.0003168091,0.0005198742,0.0004336739,0.000293015,0.002056891],"category_scores_gemma":[0.00600499,0.0001235238,0.0003080669,0.00282908,0.0005473875,0.0006174492,0.001100368,0.0002956243,0.0002317695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007202296,"about_ca_system_score_gemma":0.0007560123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004848017,"about_ca_topic_score_gemma":0.006340727,"domain_scores_codex":[0.9982747,0.0008874253,0.0002225567,0.0001572697,0.0002963456,0.0001617335],"domain_scores_gemma":[0.9966038,0.001002152,0.001532793,0.0001059059,0.0004475422,0.0003077036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004073151,0.00003649441,0.9781141,0.0001255004,0.00006148894,0.00007851837,0.0007039029,0.0001939451,0.0001586573,0.0001595518,0.00144448,0.01851608],"study_design_scores_gemma":[0.00005407231,0.0001600839,0.9968887,0.00008356271,0.00001554784,0.0002706268,0.0008982579,0.0003052382,0.00003009222,0.00008229293,0.001205135,0.000006305452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99067,0.00222485,0.0008471567,0.0003185581,0.0000370301,0.0003373813,0.002552892,0.00001474548,0.00299744],"genre_scores_gemma":[0.9947261,0.0007076015,0.001654468,0.00008433044,0.000021689,0.0003338956,0.002209685,0.000005389847,0.000256708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004848017,"threshold_uncertainty_score":0.01290101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04985788810255859,"score_gpt":0.3569215002505654,"score_spread":0.3070636121480068,"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."}}