{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005661988,0.0001785866,0.0003203233,0.0006084394,0.0003325852,0.0004480723,0.0002249466,0.0003263987,0.0009172422],"category_scores_gemma":[0.004105324,0.0001936728,0.000265063,0.000719243,0.0002519049,0.0003438532,0.0003258699,0.0003428264,0.00012971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003023098,"about_ca_system_score_gemma":0.0003982535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002625471,"about_ca_topic_score_gemma":0.00315288,"domain_scores_codex":[0.9992931,0.0002057715,0.00008713154,0.0001185857,0.0001964244,0.00009904258],"domain_scores_gemma":[0.9965749,0.0009182453,0.00191363,0.0001078039,0.0001983839,0.0002869009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005400457,0.00001467023,0.9984086,0.000007323782,0.000007604141,0.0001664439,0.00002878736,0.00001981731,0.0001152578,0.000003981609,0.00004893725,0.001124631],"study_design_scores_gemma":[0.000009465897,0.000296361,0.9965051,0.00001408543,0.00002262981,0.002311749,0.000137796,0.0003137217,0.0001952726,0.0000158426,0.0001738657,0.000004027233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992385,0.000353529,0.00007860858,0.00003844765,0.000004121125,0.000008712872,0.00007817915,0.000005422916,0.0001945668],"genre_scores_gemma":[0.9996688,0.0001031404,0.00008683449,0.00003324333,0.000006482447,0.000004684984,0.00007014375,0.000001134378,0.0000256718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002625471,"threshold_uncertainty_score":0.005220354,"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."}}