{"id":"W2093618124","doi":"10.1002/ibd.20835","title":"Inflammatory bowel disease patients who leave hospital against medical advice: Predictors and temporal trends","year":2009,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; University of Calgary","funders":"","keywords":"Medicine; Inflammatory bowel disease; Medical advice; Disease; Against medical advice; Inflammatory Bowel Diseases; Internal medicine; Crohn's disease; Pediatrics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003942191,0.0006740122,0.0005275414,0.0005080125,0.0004178131,0.0001324987,0.0006339234,0.0005162512,0.000832663],"category_scores_gemma":[0.0007533283,0.0006029193,0.0003346089,0.0002513075,0.0005494299,0.0004081983,0.0001261387,0.0006378344,0.0002407739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388955,"about_ca_system_score_gemma":0.0005026205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002031873,"about_ca_topic_score_gemma":0.00001871027,"domain_scores_codex":[0.9946234,0.0004591001,0.001176442,0.001122666,0.001546806,0.00107154],"domain_scores_gemma":[0.9951321,0.0002703543,0.0003889952,0.001006315,0.0002216885,0.002980558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005666098,0.0008981146,0.9025178,0.0001069634,0.0001192819,0.006736474,0.001226933,0.000008587853,5.93562e-7,0.0002524944,0.01616261,0.07140352],"study_design_scores_gemma":[0.002360346,0.000324427,0.9834156,0.0004516793,0.00008113057,0.00001326487,0.0004227331,0.000192641,4.205499e-7,0.0003873218,0.01167317,0.0006772436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990967,0.00140055,0.000007155204,0.001412023,0.001740217,0.0005261154,0.0004894218,0.0006455967,0.002811904],"genre_scores_gemma":[0.9959576,0.0001715923,0.00001611232,0.001483988,0.0009591904,0.00009389871,0.0003049016,0.00008484315,0.0009278875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0808978,"threshold_uncertainty_score":0.9996422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008028438383250012,"score_gpt":0.2897511359961337,"score_spread":0.2817226976128837,"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."}}