{"id":"W2171220209","doi":"10.1038/ajg.2014.148","title":"Effect of Antidepressants and Psychological Therapies, Including Hypnotherapy, in Irritable Bowel Syndrome: Systematic Review and Meta-Analysis","year":2014,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":409,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"American College of Gastroenterology","keywords":"Medicine; Irritable bowel syndrome; Placebo; Meta-analysis; Randomized controlled trial; Cognitive behavioral therapy; Internal medicine; MEDLINE; Psychiatry; Alternative 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":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.004223971,0.0004367015,0.01510781,0.0004146337,0.00003496958,0.0000125344,0.0003492993,0.00006235852,0.00004294191],"category_scores_gemma":[0.0004662764,0.0002032197,0.00158711,0.000478896,0.0007398864,0.00004374289,0.00009209374,0.0006785648,7.375884e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002620643,"about_ca_system_score_gemma":0.00001935777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002772569,"about_ca_topic_score_gemma":0.000007333566,"domain_scores_codex":[0.9930573,0.004298199,0.001755846,0.0003051582,0.0002555102,0.0003280129],"domain_scores_gemma":[0.9950938,0.001165155,0.003066314,0.0004599918,0.00008335934,0.0001314449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002479567,0.0003838174,0.007861188,0.8300467,0.1528384,0.0002549942,0.00008830499,0.000004367928,0.000002017217,0.000002716671,0.00003610367,0.006001811],"study_design_scores_gemma":[0.001072147,0.02992535,0.001633183,0.04203444,0.9005386,0.02447671,0.00004466681,0.000006194924,7.786475e-8,0.00001913835,0.000124884,0.0001245753],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03913758,0.9591271,0.0001571262,0.0005442652,0.00001231867,0.001001897,0.000009847222,0.000004481601,0.000005341363],"genre_scores_gemma":[0.07503638,0.9239703,0.0002445334,0.0006705393,0.000008210489,0.00003591421,0.00000239303,0.00002333062,0.000008419504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7880123,"threshold_uncertainty_score":0.9995139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05993981634757155,"score_gpt":0.380224291877429,"score_spread":0.3202844755298574,"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."}}