{"id":"W4282927801","doi":"10.1097/01.nurse.0000829896.73163.a7","title":"Controversies with routine urine drug screening","year":2022,"lang":"en","type":"article","venue":"Nursing","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Harm; Mental health; Drug; Medicine; Harm reduction; Psychiatry; Intensive care medicine; Nursing; Psychology; Public health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003669529,0.0001026101,0.0001628727,0.0001081555,0.0004892882,0.00002057301,0.0001472872,0.00002883313,0.001290632],"category_scores_gemma":[0.00006634391,0.00008938177,0.00004116729,0.0002106118,0.00007393323,0.00003392686,0.00002685571,0.0003655801,0.00003307578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030129,"about_ca_system_score_gemma":0.00004027227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002318907,"about_ca_topic_score_gemma":0.000008927082,"domain_scores_codex":[0.9987123,0.0001965459,0.0001660104,0.0002673776,0.0003003261,0.0003574407],"domain_scores_gemma":[0.9991398,0.0004019155,0.00007924146,0.0002552046,0.00003302831,0.00009081438],"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":[0.001849641,0.0005692806,0.005838688,0.00001468853,0.0001553939,0.00325921,0.03463203,0.001138108,0.00009586855,0.004604101,0.04773553,0.9001074],"study_design_scores_gemma":[0.01208782,0.002216541,0.1654248,0.001045562,0.0001693605,0.008090113,0.2288518,0.001528467,0.000116253,0.003105184,0.5759606,0.001403482],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381444,0.0005917475,0.002950928,0.01280144,0.001553293,0.0002188522,0.00002240732,0.0001742814,0.04354265],"genre_scores_gemma":[0.9942119,7.662314e-7,0.00106146,0.0009466802,0.0001908932,0.00001397796,0.0000112378,0.00002474213,0.003538345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.898704,"threshold_uncertainty_score":0.9996223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02714967846987424,"score_gpt":0.3528295120160397,"score_spread":0.3256798335461654,"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."}}