{"id":"W2800399579","doi":"10.1177/2050640618779923","title":"Post‐infectious IBS: Defining its clinical features and prognosis using an internet‐based survey","year":2018,"lang":"en","type":"article","venue":"United European Gastroenterology Journal","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Irritable bowel syndrome; Internal medicine; Anxiety; Diarrhea; Vomiting; Patient Health Questionnaire; Gastroenterology; Hospital Anxiety and Depression Scale; Depression (economics); Constipation; Psychiatry; 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":[0.002249775,0.0002575778,0.0003264798,0.0005202336,0.0002344918,0.0001055306,0.0001748577,0.00008143712,0.000100128],"category_scores_gemma":[0.00164013,0.0002241684,0.0001236806,0.0001567173,0.0005329831,0.0001569552,0.0001020797,0.001081249,0.00003298675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003470211,"about_ca_system_score_gemma":0.00006688981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006142149,"about_ca_topic_score_gemma":0.0002163943,"domain_scores_codex":[0.9958236,0.002456472,0.0006238867,0.0003847788,0.0001777626,0.0005334581],"domain_scores_gemma":[0.9980116,0.000150061,0.0003027511,0.0002070318,0.0007737909,0.0005547988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002634713,0.0005276611,0.9946283,0.00001514708,0.00009767107,0.0002773223,0.0001300397,0.0000233683,0.0003290507,0.000004190152,0.0003864008,0.0009461819],"study_design_scores_gemma":[0.003682395,0.01329259,0.9656965,0.0001976484,0.0001564912,0.01386017,0.0001164656,0.002794338,0.00002862848,0.000004328293,0.00007943196,0.00009104553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948384,0.00004587762,0.003686228,0.0004693466,0.0003315667,0.0001488613,0.00001486956,0.00008268699,0.000382211],"genre_scores_gemma":[0.9904984,0.000009409985,0.003531612,0.005486871,0.0003236087,5.422676e-7,0.00006214045,0.00005107894,0.00003636152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02893179,"threshold_uncertainty_score":0.914132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06405482848346652,"score_gpt":0.3284768321657028,"score_spread":0.2644220036822363,"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."}}