{"id":"W1898050624","doi":"10.1002/cncr.29688","title":"The opioid rotation ratio of strong opioids to transdermal fentanyl in cancer patients","year":2015,"lang":"en","type":"article","venue":"Cancer","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Fentanyl; Opioid; Transdermal; Cancer pain; Cancer; Anesthesia; Morphine; 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":[0.0001474603,0.00008147583,0.0001347557,0.00006200578,0.00003097067,0.00001108862,0.00008594739,0.0000294761,0.00004593308],"category_scores_gemma":[0.00004105531,0.00005959599,0.00003059623,0.0002009552,0.00002937319,0.00007199497,0.00001725391,0.00007276304,0.000006690707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110026,"about_ca_system_score_gemma":0.0001805783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004606893,"about_ca_topic_score_gemma":0.0008429601,"domain_scores_codex":[0.99922,0.00002582185,0.0002028048,0.0001285096,0.0002435394,0.0001793736],"domain_scores_gemma":[0.9995837,0.00002090343,0.00004937896,0.0001331147,0.0001189375,0.00009394554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003887896,0.0001049231,0.9466947,0.00008029609,0.00004273915,0.000002127633,0.003536659,0.001088433,0.0007166636,0.00029703,0.01328879,0.03375887],"study_design_scores_gemma":[0.003475692,0.0002201222,0.9567275,0.0001948402,0.00005805987,3.997795e-8,0.0008753046,0.001871665,0.002806907,0.00005962064,0.03358241,0.0001278067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995178,0.0008106274,0.0002910723,0.001141178,0.0004622236,0.0006816548,0.00001187315,0.00001242637,0.00141091],"genre_scores_gemma":[0.9974185,0.0002012296,0.00006527784,0.0005107755,0.0001416461,0.0002150381,0.00001454902,0.00001138228,0.001421607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03363107,"threshold_uncertainty_score":0.2430254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138701647688943,"score_gpt":0.3213615706078508,"score_spread":0.2899745541309614,"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."}}