{"id":"W3108041409","doi":"10.1002/cncr.33326","title":"Random urine drug testing among patients receiving opioid therapy for cancer pain","year":2020,"lang":"en","type":"article","venue":"Cancer","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Institutes of Health","keywords":"Medicine; Opioid; Cancer; Urine; Drug; Cancer pain; Internal medicine; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003165166,0.0001580448,0.0002798216,0.00003895492,0.00009495657,0.00002372668,0.0001045069,0.00003725293,0.0002463954],"category_scores_gemma":[0.0006364418,0.0001305575,0.0000862981,0.000224595,0.00003358555,0.00007637694,0.00003212188,0.0001175439,0.000004775651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008793056,"about_ca_system_score_gemma":0.00007310571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002377076,"about_ca_topic_score_gemma":0.00006056568,"domain_scores_codex":[0.998987,0.00004772276,0.0002135972,0.0002930553,0.0001771989,0.0002814738],"domain_scores_gemma":[0.9992055,0.0002599848,0.0001035595,0.0001395744,0.0001427235,0.0001486554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004535695,0.00003615537,0.8300758,0.0002247731,0.0000809556,0.000002259756,0.0008662949,0.00008551253,0.0004114097,0.000002417766,0.03769603,0.1300648],"study_design_scores_gemma":[0.01443681,0.0002203101,0.8029346,0.0005067721,0.0001071871,2.16762e-8,0.0001199042,0.01552258,0.001233418,0.00004086325,0.1645796,0.0002978588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894567,0.002476879,0.001150536,0.003785212,0.0003909922,0.001642956,0.00001931377,0.0001478239,0.0009296265],"genre_scores_gemma":[0.9825577,0.001107739,0.001074371,0.01100728,0.001372043,0.0007889058,0.00003894606,0.00005612603,0.00199694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1297669,"threshold_uncertainty_score":0.5323979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02998987182615757,"score_gpt":0.2827357283636077,"score_spread":0.2527458565374501,"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."}}