{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006754176,0.0002357693,0.0003209496,0.00112515,0.0002912184,0.0005118935,0.0002549794,0.0004983466,0.00146275],"category_scores_gemma":[0.001653267,0.0001807085,0.0002917809,0.001116393,0.000241981,0.0008451323,0.000609645,0.0003968524,0.000437803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762621,"about_ca_system_score_gemma":0.0001456023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888564,"about_ca_topic_score_gemma":0.001834109,"domain_scores_codex":[0.9996177,0.0001361343,0.00005358104,0.00005402219,0.00005560452,0.00008284133],"domain_scores_gemma":[0.9990025,0.0001303124,0.0005033833,0.00003349955,0.0001163514,0.0002139485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006099666,0.00005526203,0.9989158,0.00001022723,0.000007354286,0.00004766139,0.00005817606,0.0000108727,0.00006158449,0.000003700493,0.00004528078,0.0007231247],"study_design_scores_gemma":[0.000002690743,0.0001439571,0.9993908,0.000003897005,0.000003629105,0.0001588535,0.0001931284,0.00004874549,0.000009008954,0.000004121266,0.00003939613,0.000001621319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990475,0.0001261823,0.00003887703,0.00003175885,0.000002578121,0.00002902681,0.0003576419,0.000002328481,0.0003641814],"genre_scores_gemma":[0.9991558,0.0001423897,0.0000888597,0.00001792461,0.00000857637,0.00002826446,0.0004482767,9.112445e-7,0.0001090174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001888564,"threshold_uncertainty_score":0.004893422,"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."}}