{"id":"W1984299577","doi":"10.1016/j.ejpain.2010.08.001","title":"Which variables are associated with pain intensity and treatment response in advanced cancer patients?— Implications for a future classification system for cancer pain","year":2010,"lang":"en","type":"article","venue":"European Journal of Pain","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Associazione Italiana per la Ricerca sul Cancro","keywords":"Medicine; Cancer pain; Opioid; Physical therapy; Bivariate analysis; Cancer; Multivariate analysis; Morphine; Internal medicine; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01021223,0.0001596889,0.0003326631,0.0001653302,0.0001112704,0.00002845412,0.00008908786,0.000043521,0.000003389567],"category_scores_gemma":[0.002904551,0.0001136395,0.00006304365,0.0002268725,0.00002595181,0.00007482856,0.00001030948,0.0001721556,1.846813e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339754,"about_ca_system_score_gemma":0.0001280609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014229,"about_ca_topic_score_gemma":0.0007400403,"domain_scores_codex":[0.9976448,0.001419751,0.0004138204,0.0002019549,0.0001148658,0.0002047634],"domain_scores_gemma":[0.9974061,0.0009457075,0.0005888341,0.0001741715,0.0007660052,0.0001192428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007784536,0.0004294453,0.9288132,0.0002074438,0.0002827882,0.000009860813,0.001077618,0.00006262044,0.007726391,0.00009819444,0.0031835,0.05032447],"study_design_scores_gemma":[0.005048205,0.001900008,0.9760681,0.0008241073,0.0001658605,9.693365e-7,0.001951386,0.00287599,0.00004437344,0.00001064237,0.010982,0.0001282948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976872,0.000153227,0.01390207,0.007570831,0.0001774095,0.00117975,0.00008105806,0.0000256125,0.00003807187],"genre_scores_gemma":[0.9964892,0.00008225309,0.002300458,0.0004730155,0.0002954608,0.000129001,0.00004145764,0.00003790413,0.0001513089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05019617,"threshold_uncertainty_score":0.4634083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971291615181534,"score_gpt":0.2694057708645549,"score_spread":0.2496928547127396,"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."}}