{"id":"W1861230463","doi":"10.1111/j.1365-2982.2012.01898.x","title":"Clustering and stability of functional lower gastrointestinal symptom after enteric infection","year":2012,"lang":"en","type":"article","venue":"Neurogastroenterology & Motility","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Irritable bowel syndrome; Diarrhea; Abdominal pain; Internal medicine; Etiology; Constipation; Outbreak; Observational study; Functional constipation; Cluster (spacecraft); Somatization; Defecation; Disease; Psychiatry; Pathology; Mental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003940294,0.0002634185,0.0004169949,0.0001164642,0.00005998682,0.000009336241,0.00005244911,0.0000633954,0.0004245389],"category_scores_gemma":[0.000338593,0.0002563684,0.0001752974,0.0001105125,0.0005019992,0.0002506119,0.0001686482,0.0004022637,0.00001093213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005991509,"about_ca_system_score_gemma":0.00002637687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005684415,"about_ca_topic_score_gemma":0.00005826848,"domain_scores_codex":[0.9980484,0.0002103848,0.0004823111,0.0004343535,0.0002325024,0.0005920933],"domain_scores_gemma":[0.998895,0.0000901086,0.0001465121,0.0003849712,0.0001570016,0.0003263895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001038652,0.00106878,0.9920033,0.0001917935,0.00002275447,0.00001013638,0.00005913226,0.000006991126,0.005264482,0.000002428038,0.0000243185,0.000307189],"study_design_scores_gemma":[0.001359239,0.002019236,0.9939979,0.00006510004,0.0000968555,0.001760832,0.00002899747,0.0004397601,0.0001592854,0.00001208903,0.00003358081,0.00002714379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873953,0.00003722771,0.01127543,0.000392889,0.0003538941,0.000325113,0.0000184369,0.00007874054,0.0001229636],"genre_scores_gemma":[0.9979431,0.000004738321,0.001406218,0.0004771382,0.0000996319,0.00002752155,0.00001525505,0.00001843289,0.000007976063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01054779,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982142993730259,"score_gpt":0.2399033438664351,"score_spread":0.2200819139291325,"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."}}