{"id":"W4401417570","doi":"10.32920/26520997.v1","title":"Almond Bioaccessibility in a Randomized Crossover Trial: Is a Calorie a Calorie?","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Nuts composition and effects","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Crossover study; Calorie; Food science; Animal science; Chemistry; Hyperlipidemia; Feces; Nutrient; Medicine; Biology; Internal medicine; Endocrinology; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001922017,0.0006278851,0.002071621,0.0004587038,0.0000831794,0.000689521,0.0004251694,0.0007743727,0.001153722],"category_scores_gemma":[0.0005334365,0.0004928613,0.001064929,0.0004501056,0.0002743599,0.000104224,0.001006943,0.001740975,0.0004285458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004748497,"about_ca_system_score_gemma":0.0001891458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006333534,"about_ca_topic_score_gemma":0.0005539642,"domain_scores_codex":[0.9954336,0.0008686023,0.001255062,0.001371536,0.0005159139,0.0005552585],"domain_scores_gemma":[0.9975159,0.0009269569,0.0002028384,0.001038534,0.000108748,0.0002069946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9712317,0.0004684276,0.00005481413,0.001168372,0.0001777792,0.0001001707,0.002469272,0.00003543784,0.0001768904,0.0006323361,0.0223619,0.001122921],"study_design_scores_gemma":[0.8630111,0.000151246,0.00007916798,0.001081712,0.0003794888,0.000003495508,0.00006066528,0.009210666,0.003419687,0.1188098,0.002859974,0.0009330277],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378602,0.00138603,0.0002962315,0.008957451,0.01953942,0.007222689,0.0001302518,0.0007248829,0.02388283],"genre_scores_gemma":[0.9926817,0.00001776273,0.0005491367,0.002263741,0.0007225694,0.0009137751,0.00008549518,0.00009055093,0.002675287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181774,"threshold_uncertainty_score":0.9997594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02440381126995529,"score_gpt":0.3470454285406505,"score_spread":0.3226416172706952,"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."}}