{"id":"W2922357940","doi":"10.1093/jcag/gwz006.172","title":"A173 LACK OF EXPERIMENTAL REPRODUCIBILITY IN PRECLINICAL RESEARCH: FOCUS ON DIETARY CONTENT OF FERMENTABLE CARBOHYDRATE (FODMAPS) IN STANDARD RODENT CHOWS","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Raffinose; Sorbitol; Food science; Mannitol; Fructose; Prebiotic; Sugar; Fructan; Reproducibility; Biology; Chemistry; Sucrose; Biochemistry; Chromatography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04322678,0.001385219,0.001763105,0.002048335,0.001046334,0.002195071,0.002013123,0.001532478,0.002850433],"category_scores_gemma":[0.02939025,0.001082253,0.001469954,0.001914909,0.002410294,0.001251271,0.001917602,0.00232685,0.001219532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177449,"about_ca_system_score_gemma":0.001827693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00106992,"about_ca_topic_score_gemma":0.002244294,"domain_scores_codex":[0.9605098,0.01622131,0.004483292,0.005316045,0.01243835,0.001031204],"domain_scores_gemma":[0.953139,0.01158872,0.007688551,0.01578902,0.01038618,0.001408562],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0122868,0.003596342,0.03376164,0.004791098,0.002041998,0.0005448112,0.0010034,0.001021061,0.8107058,0.003813853,0.005629428,0.1208038],"study_design_scores_gemma":[0.000943421,0.04156109,0.1151121,0.001895152,0.002766941,0.002491198,0.0006330975,0.003139972,0.7315657,0.004408841,0.09518999,0.0002924965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6860061,0.03608568,0.2264512,0.005223479,0.004952882,0.01069896,0.005772157,0.002577748,0.02223177],"genre_scores_gemma":[0.6435233,0.01363943,0.2907208,0.007149539,0.001083351,0.02260422,0.007374794,0.001960862,0.01194369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9567732,"threshold_uncertainty_score":0.2286078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1355596561707871,"score_gpt":0.3752101294442491,"score_spread":0.239650473273462,"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."}}