{"id":"W4391873500","doi":"10.1093/jcag/gwad061.111","title":"A111 CHARACTERISTICS OF HOSPITALIZED PATIENTS WITH GASTROINTESTINAL DISEASE WHO LEAVE AGAINST MEDICAL ADVICE","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Calgary","funders":"","keywords":"Advice (programming); Medicine; Against medical advice; Medical advice; Disease; Gastrointestinal disease; Family medicine; Internal medicine; Pediatrics; Nursing; Computer science","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":[0.0003853143,0.0001830652,0.0003905834,0.0009725508,0.0005970129,0.0007878844,0.0004047515,0.000578777,0.00310424],"category_scores_gemma":[0.003025549,0.0002001088,0.000666065,0.001455381,0.000291799,0.0006196685,0.0006034784,0.0007554884,0.0002852703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007641023,"about_ca_system_score_gemma":0.0008651559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01070119,"about_ca_topic_score_gemma":0.0137509,"domain_scores_codex":[0.9993062,0.00007899704,0.0001416853,0.0001348322,0.0001450832,0.0001932548],"domain_scores_gemma":[0.997355,0.0003003384,0.001403715,0.00006822247,0.0002370454,0.0006357394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003635378,0.00003267792,0.9989779,0.000008711414,0.00001654115,0.0000716152,0.00005466142,0.00003708763,0.00004209101,0.00001543553,0.000214824,0.0004920368],"study_design_scores_gemma":[0.000004196772,0.00006570117,0.9989613,0.00001673168,0.000007853295,0.0002115716,0.0003922064,0.0001489239,0.00001755426,0.00001829065,0.0001514196,0.000004120548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976162,0.000215781,0.00003650131,0.0001491456,0.00001207229,0.00001279499,0.001155571,0.000003503957,0.0007982998],"genre_scores_gemma":[0.9985945,0.00009737229,0.00003822463,0.00006439236,0.00001500551,0.00001610471,0.001005774,0.000001648715,0.0001670659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01070119,"threshold_uncertainty_score":0.02127779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009688264289852845,"score_gpt":0.2987441461735351,"score_spread":0.2890558818836822,"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."}}