{"id":"W2000401014","doi":"10.1016/j.dld.2005.08.002","title":"Irritable bowel syndrome and the general practioners","year":2005,"lang":"en","type":"letter","venue":"Digestive and Liver Disease","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Irritable bowel syndrome; Abdominal pain; General practice; Organic disease; Disease; Internal medicine; Family medicine","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":[0.0001111806,0.0002775399,0.0003353606,0.00007782603,0.0001813761,0.00006529576,0.00006184016,0.0001397366,0.0001183374],"category_scores_gemma":[0.0002252025,0.0001887019,0.0001187697,0.00006285598,0.0006373201,0.0001420314,0.00006455428,0.0008444439,0.0000316978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003501412,"about_ca_system_score_gemma":0.000125952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003717051,"about_ca_topic_score_gemma":0.000006699819,"domain_scores_codex":[0.9987603,0.0001036593,0.0001663259,0.0004205538,0.0002501764,0.000299025],"domain_scores_gemma":[0.9991338,0.0002093335,0.00008950854,0.0002273238,0.0000788502,0.0002612406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002418703,0.0002399683,0.07845145,0.0009704923,0.0003636395,0.006407388,0.0003616632,0.000011238,0.000003095836,0.0003912747,0.9084542,0.001926838],"study_design_scores_gemma":[0.002702834,0.0001565689,0.6926792,0.0002944696,0.001184691,0.0008480001,0.00009072271,0.0003428154,2.863617e-7,0.0002588121,0.3012023,0.0002393594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1300614,0.01110558,0.00003749016,0.8541548,0.0001208558,0.001063133,0.0001628946,0.00007277975,0.003221076],"genre_scores_gemma":[0.2498763,0.001563901,0.0003944696,0.7223858,0.001596932,0.0001251678,0.0006115062,0.00006529983,0.02338065],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6142277,"threshold_uncertainty_score":0.7695042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01264176949211131,"score_gpt":0.240026547388924,"score_spread":0.2273847778968127,"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."}}