{"id":"W2783897160","doi":"10.1080/24740527.2018.1425980","title":"The utility of universal urinary drug screening in chronic pain management","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Pain","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Chronic pain; Urinary system; Opioid; Codeine; Pain management; Internal medicine; Physical therapy; Morphine","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":[0.02012791,0.0004959194,0.003161792,0.005227359,0.0003968711,0.001837075,0.001117191,0.001069096,0.00232134],"category_scores_gemma":[0.1161661,0.0006053491,0.005012614,0.00627332,0.0008545117,0.001734227,0.001462868,0.00114967,0.0001072822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196439,"about_ca_system_score_gemma":0.005906904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124492,"about_ca_topic_score_gemma":0.02838301,"domain_scores_codex":[0.9739965,0.01284633,0.006874741,0.001851507,0.003935402,0.0004955152],"domain_scores_gemma":[0.8650069,0.10211,0.02378133,0.001505199,0.006515906,0.001080594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00116598,0.0001310499,0.2320106,0.4480095,0.02737774,0.0002318322,0.0008053199,0.0006076283,0.0001452606,0.0007434136,0.004105649,0.2846661],"study_design_scores_gemma":[0.001154984,0.001222214,0.4641847,0.4273549,0.07433883,0.001199922,0.001056907,0.001144718,0.0003922238,0.001323046,0.02647892,0.0001486378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0203648,0.9745092,0.0003418834,0.001767595,0.0002077529,0.0001457842,0.001363233,0.00001358601,0.001286236],"genre_scores_gemma":[0.5098469,0.4821051,0.003062591,0.002835189,0.0005884685,0.0003857545,0.001059664,0.00001493175,0.0001014964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02012791,"threshold_uncertainty_score":0.1064478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426888275733207,"score_gpt":0.2399246552050831,"score_spread":0.225655772447751,"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."}}