{"id":"W3184068104","doi":"10.1080/19490976.2021.1926842","title":"Resistant starch, microbiome, and precision modulation","year":2021,"lang":"en","type":"review","venue":"Gut Microbes","topic":"Food composition and properties","field":"Nursing","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"W. Garfield Weston Foundation; Ontario Ministry of Economic Development and Innovation","keywords":"Microbiome; Resistant starch; Biology; Gut microbiome; Starch; Phenotype; Biotechnology; Computational biology; Bioinformatics; Food science; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005689597,0.0005577761,0.0009770859,0.001391497,0.0002166508,0.001192152,0.0004205536,0.001107701,0.003170132],"category_scores_gemma":[0.00119914,0.000155729,0.0006137985,0.001010843,0.0005208538,0.0009547012,0.0006806335,0.001185613,0.0006940115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004795111,"about_ca_system_score_gemma":0.000939827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176645,"about_ca_topic_score_gemma":0.001549282,"domain_scores_codex":[0.9997358,0.00007547098,0.00003329073,0.00004414665,0.00008316071,0.00002814414],"domain_scores_gemma":[0.9996737,0.0002002531,0.00004188711,0.00001183088,0.00005195515,0.00002037712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001448106,0.00008999868,0.0004700042,0.04076094,0.0002178605,0.0002457101,0.0001986603,0.0002887532,0.002969889,0.01221593,0.01867126,0.9237262],"study_design_scores_gemma":[0.00002608097,0.0002255733,0.003050941,0.0158922,0.0002632711,0.001933907,0.0002225412,0.0001492539,0.001091188,0.00856619,0.968548,0.00003089206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002084244,0.9985631,0.0001016426,0.0002839139,0.0001406321,0.000002934061,0.00001205461,0.000004052368,0.0006832124],"genre_scores_gemma":[0.002631255,0.996212,0.0001954557,0.0002299359,0.0001375174,0.000008457953,0.00002207007,0.000001565533,0.0005618185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003170132,"threshold_uncertainty_score":0.01060516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04678595937141222,"score_gpt":0.3132405471513016,"score_spread":0.2664545877798893,"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."}}