{"id":"W4321369122","doi":"10.1136/spcare-2023-scpsc.2","title":"S1-2 Genetic variation and the balance between opioid benefits and risk","year":2023,"lang":"en","type":"article","venue":"Symposium","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Opioid; Adverse effect; Cancer pain; Oxycodone; Pharmacogenomics; Pharmacogenetics; Bioinformatics; Nausea; Anesthesia; Pharmacology; Internal medicine; Cancer; Biology; Genotype; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001955518,0.00007822383,0.0001936669,0.00003709951,0.0001219407,0.00001816081,0.00002993474,0.00003433491,0.000006689922],"category_scores_gemma":[0.00006194222,0.00004857975,0.00002299886,0.0001283163,0.00008761701,0.00002627836,0.00006480087,0.00007135,0.00007736477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003952108,"about_ca_system_score_gemma":0.00001068052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009030585,"about_ca_topic_score_gemma":0.000005347249,"domain_scores_codex":[0.9994686,0.00003091694,0.0001076324,0.0001461542,0.0001098383,0.0001368601],"domain_scores_gemma":[0.9996357,0.0001203743,0.00004067866,0.0001247534,0.00003074683,0.00004774949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008409999,0.0000110213,0.9659622,0.00008196088,0.0001946135,0.000003114829,0.006084912,0.000007106789,0.001129768,0.001558239,0.003404415,0.02147855],"study_design_scores_gemma":[0.001532543,0.00003642617,0.9876044,0.00002387585,0.0003117577,0.000001817797,0.00007315899,0.0001616252,0.00007950854,0.0006316657,0.009487579,0.00005557403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990476,0.004183039,0.00001928625,0.003000452,0.000236177,0.0002643747,0.00002243483,0.00005875323,0.001739511],"genre_scores_gemma":[0.9649624,0.03327454,0.000161089,0.0001290995,0.0004975868,0.00002817008,0.00001829678,0.00001182639,0.0009169942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0290915,"threshold_uncertainty_score":0.1981025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117688784494232,"score_gpt":0.2397672775874222,"score_spread":0.227998399137999,"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."}}