{"id":"W2083493752","doi":"10.1001/jama.300.15.1793","title":"Will the History and Physical Examination Help Establish That Irritable Bowel Syndrome Is Causing This Patient's Lower Gastrointestinal Tract Symptoms?","year":2008,"lang":"en","type":"review","venue":"JAMA","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Irritable bowel syndrome; Abdominal pain; Internal medicine; Rectum; Referral; Gastroenterology; Prospective cohort study; Confidence interval; Gastrointestinal tract","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":[0.003869029,0.0002466398,0.001271965,0.001956157,0.000264224,0.0008115994,0.0004602888,0.002604385,0.003135904],"category_scores_gemma":[0.03764492,0.0002585309,0.001005045,0.001835719,0.0004093709,0.001669979,0.000322849,0.0009214081,0.0007393249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004738125,"about_ca_system_score_gemma":0.001078425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003771,"about_ca_topic_score_gemma":0.00196873,"domain_scores_codex":[0.9983682,0.0007756423,0.0004101651,0.0001244512,0.0002423554,0.00007928712],"domain_scores_gemma":[0.9775137,0.01348261,0.006280233,0.0004214639,0.001853669,0.0004484147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00121431,0.0001687794,0.756565,0.02492446,0.001637027,0.01784793,0.0005860685,0.0002393633,0.0006639734,0.001022938,0.0113004,0.1838298],"study_design_scores_gemma":[0.0008823165,0.001514697,0.7631614,0.06873222,0.006716261,0.09751032,0.003301544,0.001261373,0.000972141,0.004816743,0.05092494,0.0002060522],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3489788,0.5375814,0.004458242,0.08281548,0.003379829,0.0006587259,0.003558862,0.00006183399,0.01850683],"genre_scores_gemma":[0.7942449,0.1756567,0.006173318,0.01558861,0.006182497,0.0003321439,0.00114032,0.000009460262,0.0006719106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003869029,"threshold_uncertainty_score":0.02046162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009907084026293,"score_gpt":0.260299915378581,"score_spread":0.2302008445383181,"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."}}