{"id":"W4401420630","doi":"10.32920/26520772.v1","title":"Impact of Nut Consumption on Cognition across the Lifespan","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Nutrition, Health and Food Behavior","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Nut; Consumption (sociology); Cognition; Psychology; Cognitive psychology; Sociology; Engineering; Neuroscience; Social science","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":[0.0005823091,0.0003375206,0.000591043,0.0006582441,0.000164362,0.001020172,0.0003407927,0.0006582183,0.00404127],"category_scores_gemma":[0.00261921,0.0001269128,0.0009993374,0.0007004654,0.0002287809,0.000579649,0.0005845179,0.0006178404,0.0004569107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005428098,"about_ca_system_score_gemma":0.0007142639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004217346,"about_ca_topic_score_gemma":0.006382817,"domain_scores_codex":[0.99968,0.00009805163,0.00005664941,0.00007147968,0.00006498926,0.00002891645],"domain_scores_gemma":[0.9994152,0.0003015964,0.0001466257,0.00002107831,0.00009436803,0.00002115123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0012335,0.00008147795,0.009227354,0.06921971,0.003291935,0.0003937044,0.0005422407,0.0003176342,0.002090626,0.004369239,0.016263,0.8929695],"study_design_scores_gemma":[0.0002964209,0.001327471,0.1548689,0.08955987,0.0147734,0.002927925,0.0007975129,0.0005135215,0.002489656,0.01160783,0.7207228,0.0001146589],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01108603,0.9793802,0.0002895932,0.002390425,0.000486626,0.00003553485,0.001019457,0.00002502121,0.005287175],"genre_scores_gemma":[0.06150587,0.9335685,0.000623997,0.001456744,0.0003528371,0.00005595726,0.0005280593,0.000009663049,0.001898379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004217346,"threshold_uncertainty_score":0.01351947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0734432775114818,"score_gpt":0.4312211778696256,"score_spread":0.3577779003581438,"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."}}