{"id":"W4404277358","doi":"10.1002/micr.31260","title":"The Impact of Depression and Anxiety Comorbidities on Acute Postoperative Pain After <scp>DIEP</scp> Flap Breast Reconstruction","year":2024,"lang":"en","type":"article","venue":"Microsurgery","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Georgia Clinical and Translational Science Alliance","keywords":"Medicine; Anxiety; Depression (economics); DIEP flap; Opioid; Comorbidity; Hospital Anxiety and Depression Scale; Breast reconstruction; Breast cancer; Internal medicine; McGill Pain Questionnaire; Anesthesia; Psychiatry; Visual analogue scale; Cancer","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":[0.0007596166,0.0001468267,0.0002053104,0.00008645228,0.0001091367,0.0000696154,0.00003325112,0.00006565457,0.00003538937],"category_scores_gemma":[0.00003938574,0.00008331382,0.0001571597,0.0001079666,0.0001654681,0.00007637344,0.0000221527,0.0001448026,0.00001330317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004949114,"about_ca_system_score_gemma":0.00005133275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005220309,"about_ca_topic_score_gemma":0.000003472201,"domain_scores_codex":[0.9991438,0.0001610682,0.0001932688,0.0002054518,0.0001157908,0.0001806489],"domain_scores_gemma":[0.9991298,0.0005393883,0.00004521193,0.0001818629,0.0000446737,0.00005907564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000353156,0.00007264359,0.7423073,0.0001918437,0.0005808047,0.0002000554,0.001806649,0.000007265369,0.02726906,0.00005862786,0.07281055,0.154342],"study_design_scores_gemma":[0.0002825737,0.0002767721,0.9662318,0.0009940945,0.0001382873,0.001360881,0.001163958,0.0005877994,0.005379244,0.00008933939,0.02340564,0.00008961939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967178,0.001772573,0.00006546745,0.0005752782,0.0001187369,0.0002193072,0.0000196347,0.00004333937,0.0004678977],"genre_scores_gemma":[0.9961256,0.001228576,0.00004837661,0.0003982838,0.00009115518,0.0000243277,0.00002037437,0.00001906498,0.002044257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2239245,"threshold_uncertainty_score":0.3397439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007054287219397367,"score_gpt":0.2470919613562875,"score_spread":0.2400376741368901,"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."}}