{"id":"W2518824464","doi":"10.1002/cncr.30240","title":"Frequency, predictors, and outcomes of urine drug testing among patients with advanced cancer on chronic opioid therapy at an outpatient supportive care clinic","year":2016,"lang":"en","type":"article","venue":"Cancer","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Opioid; Internal medicine; Cancer; Odds ratio; Outpatient clinic; Urine; Cancer pain; Chronic pain; Stage (stratigraphy); Urinalysis; Medical record; Physical therapy","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":[0.0004283656,0.0001799194,0.0002574744,0.0007194641,0.0004424247,0.0006372012,0.0002515815,0.0003156282,0.0009596911],"category_scores_gemma":[0.003568838,0.0001911612,0.0002370004,0.0009021904,0.0002790811,0.0003255537,0.0004096141,0.0005843805,0.00008563705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004473242,"about_ca_system_score_gemma":0.0005566831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007057905,"about_ca_topic_score_gemma":0.008339267,"domain_scores_codex":[0.9994389,0.0001111668,0.00008188561,0.00007142142,0.0001802825,0.0001162817],"domain_scores_gemma":[0.9952036,0.0008563193,0.002839196,0.00006700897,0.0003726806,0.0006612461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001581867,0.000012053,0.9995667,0.000002647538,0.000004338496,0.00004258071,0.00001570975,0.000007974541,0.00002824221,0.000001512345,0.00003089292,0.0002715021],"study_design_scores_gemma":[0.000002855727,0.00005883497,0.9993289,0.000006647102,0.000007390372,0.0003074936,0.0001238219,0.00008812889,0.00002562316,0.000003447978,0.00004555024,0.000001494673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993723,0.0002515812,0.00002042908,0.00004702757,0.000004931976,0.000005090164,0.000100648,0.000002325374,0.0001957564],"genre_scores_gemma":[0.9997281,0.00008678782,0.00003071092,0.00001503925,0.000008929933,0.000002579342,0.0001054907,6.190679e-7,0.00002171691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007057905,"threshold_uncertainty_score":0.01403368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420546796378092,"score_gpt":0.2860122660980142,"score_spread":0.2718067981342333,"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."}}