{"id":"W1977624528","doi":"10.1016/j.jval.2013.03.1093","title":"Factors That Influence Ulcerative Colitis Patients' Anxiety And Depression Following The Colectomy Surgery","year":2013,"lang":"en","type":"article","venue":"Value in Health","topic":"Stoma care and complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of Calgary","funders":"","keywords":"Anxiety; Depression (economics); Hospital Anxiety and Depression Scale; Medicine; Ulcerative colitis; Absenteeism; Logistic regression; Presenteeism; Colectomy; Patient Health Questionnaire; Psychiatry; Disease; Internal medicine; Psychology; Depressive symptoms","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":[0.0001798706,0.00009049758,0.0002020298,0.00006469196,0.0001747808,0.0000236161,0.00004253781,0.00004165605,0.00001587434],"category_scores_gemma":[0.000205591,0.00005848222,0.00005044428,0.0002081662,0.00003415981,0.0001122288,0.00002988103,0.0001430943,0.000006267298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069159,"about_ca_system_score_gemma":0.0001768811,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01057547,"about_ca_topic_score_gemma":0.00009987085,"domain_scores_codex":[0.9990703,0.0001474867,0.0002093009,0.0001807435,0.0001778625,0.0002142505],"domain_scores_gemma":[0.9989355,0.0005872393,0.00007743509,0.0002064926,0.00007305103,0.0001202974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007083387,0.00003197747,0.9924501,0.00003347218,0.000007065022,4.643709e-7,0.001280723,0.000007557479,0.00000990055,0.00004469306,0.0007926093,0.005334374],"study_design_scores_gemma":[0.0002458515,0.00003451848,0.997896,0.0002117585,0.000005459345,0.000002565721,0.0005371935,0.0002069423,0.0001177073,0.0001534372,0.0005332157,0.00005532123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973584,0.0003224332,0.00002429655,0.001111714,0.0001101339,0.0008256732,0.000004908451,0.00002838378,0.000214044],"genre_scores_gemma":[0.9981721,0.0001196297,0.00005000388,0.001471531,0.00001807577,0.0001238786,0.00001468627,0.000009203526,0.00002090824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0104756,"threshold_uncertainty_score":0.9960132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04328662357815313,"score_gpt":0.2979284949735191,"score_spread":0.254641871395366,"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."}}