{"id":"W3138773264","doi":"10.1097/as9.0000000000000049","title":"Preoperative Depression and Anxiety Impact on Inpatient Surgery Outcomes","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery Open","topic":"Music Therapy and Health","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; McGill University; University of British Columbia","funders":"","keywords":"Medicine; Anxiety; Depression (economics); Mood; Odds ratio; Comorbidity; Perioperative; Beck Depression Inventory; Cohort; Physical therapy; Internal medicine; Anesthesia; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004063983,0.0001621042,0.000216639,0.0003134479,0.0002571501,0.0006009985,0.0001483051,0.000223182,0.002832776],"category_scores_gemma":[0.003480646,0.0001218299,0.0004132698,0.0003505724,0.0001713023,0.000237131,0.0004769933,0.0005339294,0.0001749979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829487,"about_ca_system_score_gemma":0.0004784719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020657,"about_ca_topic_score_gemma":0.004342867,"domain_scores_codex":[0.999564,0.0001018197,0.00006537731,0.00004618228,0.00009682064,0.0001257362],"domain_scores_gemma":[0.9976585,0.000365956,0.00134029,0.00006281432,0.0001540627,0.0004184162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000126754,0.00005598255,0.9956983,0.00001834677,0.0000621913,0.00003847052,0.00002181188,0.00003278742,0.00008503932,0.00001413871,0.0001223668,0.003723783],"study_design_scores_gemma":[0.000004232987,0.00007775463,0.9995555,0.00001107202,0.0000245385,0.00009985178,0.00005131788,0.00008372419,0.00002181308,0.00001580875,0.00005213483,0.000002071644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981661,0.0005474208,0.00003843581,0.0001646875,0.00001189167,0.000006883188,0.0003403258,0.000002992144,0.000721166],"genre_scores_gemma":[0.9994854,0.000158209,0.00003186009,0.00002491905,0.00001519746,0.000003181095,0.0002121523,7.166464e-7,0.00006829821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002832776,"threshold_uncertainty_score":0.009476542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2418090178715606,"score_gpt":0.4641229324691417,"score_spread":0.2223139145975811,"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."}}