{"id":"W2073018628","doi":"10.1038/ajg.2009.658","title":"Errors in the Conduct of Systematic Reviews of Pharmacological Interventions for Irritable Bowel Syndrome","year":2009,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Irritable bowel syndrome; Medicine; Psychological intervention; Intensive care medicine; Psychiatry","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7041272,0.004762011,0.01457563,0.02981047,0.002990936,0.01354411,0.007544873,0.008548868,0.002522651],"category_scores_gemma":[0.9083091,0.007495902,0.01214563,0.03410368,0.009682769,0.009653066,0.008497436,0.005704479,0.001211398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008895823,"about_ca_system_score_gemma":0.02332537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004897238,"about_ca_topic_score_gemma":0.01076904,"domain_scores_codex":[0.08415393,0.5953941,0.2511527,0.01475136,0.05362184,0.0009262472],"domain_scores_gemma":[0.0341013,0.8215653,0.09048738,0.02713225,0.02616633,0.0005474871],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.003333793,0.0001822913,0.03064845,0.5836119,0.1003926,0.00127216,0.01225031,0.005718153,0.001469164,0.01809468,0.02677844,0.2162481],"study_design_scores_gemma":[0.005185922,0.0009896118,0.03232425,0.6445377,0.1228987,0.001805788,0.003517066,0.009138415,0.004586738,0.09420461,0.0796989,0.001112251],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01984145,0.7872269,0.1242158,0.02976396,0.01355971,0.01359205,0.005642213,0.001157483,0.005000554],"genre_scores_gemma":[0.3356889,0.2301399,0.3648617,0.02192632,0.004581692,0.03666358,0.00340949,0.0008008498,0.001927628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2958728,"threshold_uncertainty_score":0.3648639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2044961236107773,"score_gpt":0.4353102489763647,"score_spread":0.2308141253655874,"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."}}