{"id":"W4414072652","doi":"10.1136/gutjnl-2017-314472.518","title":"PTH-119 Understanding symptom burden and attitudes in patients with irritable bowel syndrome with diarrhoea: results from a patient survey","year":2017,"lang":"en","type":"article","venue":"","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irritable bowel syndrome; Medical prescription; Bloating; Anxiety; Depression (economics); Migraine; Quality of life (healthcare); Young adult","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001292905,0.0001273802,0.0003634503,0.0006167067,0.0003309327,0.0006665721,0.0002309619,0.0005593936,0.003928563],"category_scores_gemma":[0.004624289,0.0002385474,0.0006415974,0.001130066,0.000194315,0.0006440746,0.0006489519,0.0006915563,0.001061862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003757544,"about_ca_system_score_gemma":0.0003576933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004772295,"about_ca_topic_score_gemma":0.005216093,"domain_scores_codex":[0.9991027,0.000331296,0.0001690133,0.00008067417,0.0002018096,0.0001145233],"domain_scores_gemma":[0.9972165,0.0006379746,0.001139428,0.0001083382,0.0004410755,0.0004567803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001183991,0.0001870005,0.9949158,0.0000593035,0.00005173752,0.00005120737,0.0003435428,0.00003551147,0.00007426785,0.000009621241,0.001024282,0.003129176],"study_design_scores_gemma":[0.00001726771,0.0001850036,0.9988968,0.00001165224,0.00001085954,0.00006652544,0.0003285743,0.00005027795,0.00001311925,0.000005140768,0.0004111676,0.00000361082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938933,0.0001404597,0.0000629441,0.000339331,0.00001496985,0.0000903758,0.003658278,0.000008110832,0.001792168],"genre_scores_gemma":[0.9967738,0.0001484039,0.0001246051,0.0002794321,0.00001863224,0.0001231565,0.001972249,0.000002662386,0.0005570537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004772295,"threshold_uncertainty_score":0.01314241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894778904732347,"score_gpt":0.2403753987160419,"score_spread":0.2114276096687184,"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."}}