{"id":"W4303937406","doi":"","title":"The Low FODMAPS Diet and IBS: A Winning Strategy","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia; Regina General Hospital","funders":"","keywords":"Geology","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":[0.01986918,0.001877136,0.003337524,0.002385541,0.003279682,0.01435061,0.002017978,0.01569213,0.01915837],"category_scores_gemma":[0.02638754,0.0003892516,0.001299088,0.001375971,0.003824077,0.007972955,0.009032089,0.01144624,0.005310998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002745902,"about_ca_system_score_gemma":0.005472824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620606,"about_ca_topic_score_gemma":0.002041464,"domain_scores_codex":[0.9953797,0.001864225,0.0003154257,0.0005408266,0.001141403,0.0007585046],"domain_scores_gemma":[0.9771311,0.01164387,0.0008076459,0.0007844503,0.003319354,0.006313617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005046192,0.0005675904,0.002311087,0.001471323,0.0005875698,0.0006261473,0.000576512,0.0002251253,0.001372568,0.05724968,0.5700811,0.3598852],"study_design_scores_gemma":[0.001611068,0.001309987,0.006195386,0.003890678,0.0006562189,0.0006311457,0.003521098,0.0006706835,0.001058785,0.1226672,0.8576313,0.0001564024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006317801,0.1071668,0.00105793,0.8044154,0.06489117,0.00009609226,0.0002327018,0.00004984302,0.01577227],"genre_scores_gemma":[0.124439,0.1662325,0.004641309,0.3905432,0.2414594,0.0005704905,0.0007758434,0.0003021962,0.07103617],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01986918,"threshold_uncertainty_score":0.1050795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171516869995124,"score_gpt":0.2525767650253172,"score_spread":0.2354250780258048,"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."}}