{"id":"W2137007351","doi":"10.1136/gut.46.1.78","title":"Irritable bowel syndrome in general practice: prevalence, characteristics, and referral","year":2000,"lang":"en","type":"article","venue":"Gut","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":476,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Irritable bowel syndrome; Referral; Medical diagnosis; Organic disease; Logistic regression; Denial; Disease; Internal medicine; Psychosocial; Family medicine; Psychiatry; Pathology","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":[0.0004393175,0.0001324917,0.0002420666,0.0006411588,0.0002889321,0.0005331188,0.000262496,0.000673564,0.001748635],"category_scores_gemma":[0.00293089,0.0001699704,0.0001495601,0.00134362,0.0004645933,0.0004324826,0.000399683,0.0003732489,0.0002406458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004868435,"about_ca_system_score_gemma":0.0004455768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218724,"about_ca_topic_score_gemma":0.01466467,"domain_scores_codex":[0.9993712,0.0001766861,0.00007810964,0.0001082692,0.0001660001,0.00009968904],"domain_scores_gemma":[0.9978878,0.0003970099,0.001209673,0.00003541213,0.0001386656,0.0003313858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001338098,0.00001164712,0.9983676,0.00001945008,0.000007597885,0.0001652045,0.0001133562,0.000009621412,0.00005297821,0.000005097827,0.0001054137,0.001128757],"study_design_scores_gemma":[0.000002858292,0.00003628781,0.9988382,0.00001478784,0.000004518941,0.0007347274,0.0002613458,0.00002509227,0.000004750239,0.000007382983,0.00006875993,0.000001260316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982787,0.0008814647,0.00002100162,0.0002687883,0.000006055705,0.00000830211,0.0001605733,0.000003059394,0.0003720416],"genre_scores_gemma":[0.9994137,0.0003355613,0.0000287367,0.00005845522,0.00001257259,0.000005109645,0.0001030767,5.255516e-7,0.00004230068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218724,"threshold_uncertainty_score":0.02423263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484791573522912,"score_gpt":0.2747768238218481,"score_spread":0.2599289080866191,"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."}}