{"id":"W4399216656","doi":"10.1016/j.bjae.2024.04.006","title":"Acute pain management in patients with severe obesity","year":2024,"lang":"en","type":"review","venue":"BJA Education","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Pain management; Acute pain; Obesity; Postoperative pain; Physical therapy; Intensive care medicine; General surgery; Anesthesia; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001459421,0.0002308775,0.0005418561,0.0002425455,0.00002848144,0.000009894363,0.00006658663,0.0001343812,0.00009147036],"category_scores_gemma":[0.000004086066,0.0001547058,0.0001015447,0.0002782327,0.00001457623,0.00003451014,0.0000326142,0.0002451986,0.0002892533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005525801,"about_ca_system_score_gemma":0.0004502075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008542656,"about_ca_topic_score_gemma":0.000004713097,"domain_scores_codex":[0.9990872,0.0001114671,0.0002082927,0.0003094278,0.0001340394,0.0001495781],"domain_scores_gemma":[0.9995982,0.00002125889,0.00007883838,0.0001999006,0.00003208573,0.00006972695],"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":[0.00002790375,0.001873835,0.0034574,0.0144731,0.0009297116,0.00003298356,0.00005746889,4.326614e-8,4.011308e-9,0.00007961522,0.01275393,0.966314],"study_design_scores_gemma":[0.0006428622,0.000147838,0.01573024,0.01500611,0.01153719,0.00001170011,0.00001736667,6.170185e-7,1.787493e-7,0.00005222993,0.9566657,0.0001879827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002266823,0.993285,0.000002856016,0.0001648602,0.0005381617,0.002183269,0.00002018962,0.00004048473,0.001498369],"genre_scores_gemma":[0.0002051024,0.9901677,0.0002200452,0.0002833869,0.00009972827,0.0006436303,0.0009018687,0.00002703123,0.007451559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.966126,"threshold_uncertainty_score":0.630872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01780398440139274,"score_gpt":0.3603166553864083,"score_spread":0.3425126709850156,"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."}}