{"id":"W4250315324","doi":"10.1093/jcag/gwz047.054","title":"A55 LACK OF EXPERIMENTAL REPRODUCIBILITY IN PRECLINICAL RESEARCH IS INFLUENCED BY THE NUTRITIONAL PROFILE OF STANDARD RODENT CHOWS","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Gluten; Rodent; Biology; Food science; Microbiome; Bioinformatics; Ecology","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":[0.07738923,0.0009746082,0.001314788,0.001873856,0.001119885,0.001841847,0.001840182,0.0009691512,0.002172089],"category_scores_gemma":[0.06633011,0.0006374977,0.001158795,0.002073336,0.002907858,0.001125543,0.002350738,0.001146718,0.0009457046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009457074,"about_ca_system_score_gemma":0.00179412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008595687,"about_ca_topic_score_gemma":0.00176996,"domain_scores_codex":[0.8951783,0.05686125,0.01360085,0.01087826,0.02190382,0.001577602],"domain_scores_gemma":[0.854766,0.04478403,0.02366147,0.05237918,0.02185521,0.002554219],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01306481,0.00348103,0.3602157,0.009508148,0.005896288,0.0007845471,0.003175792,0.002491788,0.3389311,0.007920036,0.01064693,0.2438839],"study_design_scores_gemma":[0.0008245111,0.02350386,0.6383685,0.00276259,0.00400726,0.001822008,0.001521661,0.004082197,0.208375,0.01177304,0.1025982,0.0003610462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6873301,0.02041406,0.2550771,0.003247787,0.002744445,0.006725449,0.005715181,0.001528231,0.01721754],"genre_scores_gemma":[0.8005009,0.004487954,0.1656423,0.003863685,0.0005751545,0.01429238,0.005402355,0.0008931377,0.00434203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9226108,"threshold_uncertainty_score":0.4092783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05749568749392994,"score_gpt":0.3733077846046547,"score_spread":0.3158120971107248,"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."}}