{"id":"W1687775393","doi":"10.5055/jom.2015.0247","title":"Using urine drug testing to support healthy boundaries in clinical care","year":2015,"lang":"en","type":"review","venue":"Journal of Opioid Management","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Drug; Risk management; Pain management; Risk analysis (engineering); Pharmacology; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009798258,0.0006277448,0.001195792,0.002214958,0.0006954776,0.002999786,0.001330407,0.002425624,0.00411392],"category_scores_gemma":[0.03480888,0.0002774225,0.001221046,0.001940943,0.001684714,0.003220754,0.003176638,0.003559409,0.001137733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656389,"about_ca_system_score_gemma":0.007774502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003258357,"about_ca_topic_score_gemma":0.004307913,"domain_scores_codex":[0.9927912,0.004211104,0.0007035422,0.000370891,0.001646078,0.0002771021],"domain_scores_gemma":[0.9801194,0.01507651,0.002116007,0.0005362286,0.001488773,0.0006631259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004337411,0.0001312194,0.002153639,0.01374536,0.0002390195,0.0001590166,0.0007510516,0.0004767819,0.000197385,0.01929643,0.01840204,0.9444047],"study_design_scores_gemma":[0.0001511408,0.0003704911,0.01306,0.107548,0.000515695,0.001868708,0.002339706,0.0007768897,0.0007126452,0.05500954,0.8175191,0.0001280537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001685422,0.9529264,0.005212813,0.02637712,0.0008127574,0.0001451239,0.00007619056,0.00006805725,0.0126961],"genre_scores_gemma":[0.03610611,0.9374933,0.01409721,0.009417527,0.001387869,0.0002621528,0.000117218,0.00002205907,0.001096384],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009798258,"threshold_uncertainty_score":0.05181879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7118813933775943,"score_gpt":0.570806742889038,"score_spread":0.1410746504885563,"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."}}