{"id":"W2344547018","doi":"10.1053/j.gastro.2016.02.014","title":"Development and Validation of the Rome IV Diagnostic Questionnaire for Adults","year":2016,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":700,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Medicine; Irritable bowel syndrome; Functional constipation; Medical diagnosis; Constipation; Functional gastrointestinal disorder; Population; Pediatrics; Percentile; Clinical trial; Pediatric gastroenterology; Internal medicine; Physical therapy; 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":[0.01420917,0.0005437327,0.0007567389,0.001509375,0.0005313344,0.0008416484,0.0007048767,0.0008038442,0.001052792],"category_scores_gemma":[0.01880841,0.0005041639,0.001020793,0.000634454,0.0005324338,0.0008404159,0.001398903,0.0009558203,0.0006203271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006343857,"about_ca_system_score_gemma":0.00245915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002515571,"about_ca_topic_score_gemma":0.004530842,"domain_scores_codex":[0.994944,0.002216969,0.001134148,0.0004750556,0.0009090452,0.0003208032],"domain_scores_gemma":[0.9910766,0.002427561,0.001432295,0.0007469014,0.003844355,0.0004722861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001068399,0.001224791,0.8795962,0.0004504012,0.0001972489,0.0002291448,0.003349876,0.0004518236,0.004020982,0.0007254481,0.007975128,0.1007106],"study_design_scores_gemma":[0.0003156477,0.002199704,0.9804279,0.0002852213,0.0001088981,0.0006469404,0.00155369,0.001335645,0.001322142,0.0003329148,0.01143275,0.00003854014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9750028,0.00170317,0.009842628,0.001056179,0.0004490055,0.00500845,0.00251258,0.0001086851,0.00431652],"genre_scores_gemma":[0.9312395,0.001058894,0.05163903,0.0009241911,0.0001223336,0.006651759,0.005902941,0.00006797114,0.002393428],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01420917,"threshold_uncertainty_score":0.07514614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077394310786099,"score_gpt":0.2319494252380236,"score_spread":0.2211754821301627,"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."}}