{"id":"W4389346267","doi":"10.1111/anae.16188","title":"The impact of pre‐operative depression on pain outcomes after major surgery: a systematic review and meta‐analysis","year":2023,"lang":"en","type":"review","venue":"Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Depression (economics); Meta-analysis; Observational study; Confidence interval; Strictly standardized mean difference; Surgery; 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":[0.004900547,0.0006203349,0.00953813,0.0004103132,0.00009867419,0.000042039,0.0002090467,0.0001604981,0.00006808132],"category_scores_gemma":[0.0005303287,0.0002444726,0.00524231,0.001021142,0.00007778554,0.00003570912,0.000042133,0.0002268715,0.00005030615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006681195,"about_ca_system_score_gemma":0.000124271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001336249,"about_ca_topic_score_gemma":0.00001997506,"domain_scores_codex":[0.9948246,0.002778054,0.001222345,0.0004533408,0.0004273086,0.000294288],"domain_scores_gemma":[0.9951165,0.002717904,0.0008063043,0.001150135,0.00007776897,0.0001313453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001867807,0.00005341898,0.001438194,0.7812564,0.2075471,0.0001494255,0.00004263598,5.926167e-7,7.595907e-10,0.00002808572,0.001332674,0.008132823],"study_design_scores_gemma":[0.00004773226,0.0001651582,0.001973873,0.122946,0.8651546,0.00001353489,0.00001578335,0.000009954681,1.282744e-8,0.000008258741,0.009414548,0.000250536],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000165152,0.995016,0.00001327938,0.0004411058,0.000003812515,0.004432904,0.000008213656,0.00004112752,0.00002699839],"genre_scores_gemma":[0.0002467376,0.9941985,0.00001644148,0.00107859,0.00001015434,0.00194945,0.00004925736,0.00006894948,0.002381947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6583104,"threshold_uncertainty_score":0.9969301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05908118377163783,"score_gpt":0.3766175882548153,"score_spread":0.3175364044831775,"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."}}