{"id":"W4362520107","doi":"10.3390/nu15071691","title":"Where We Are and Where We Are Going in Nut Research","year":2023,"lang":"en","type":"editorial","venue":"Nutrients","topic":"Nuts composition and effects","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Institució Catalana de Recerca i Estudis Avançats","keywords":"Nut; Engineering","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":[0.008863682,0.004004861,0.004599139,0.003680051,0.00373449,0.00914901,0.004201276,0.01734142,0.01405163],"category_scores_gemma":[0.03034911,0.001435211,0.003029544,0.002042219,0.002960814,0.005680386,0.001624725,0.03078246,0.01580064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00436133,"about_ca_system_score_gemma":0.005923638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005056783,"about_ca_topic_score_gemma":0.01436313,"domain_scores_codex":[0.9938945,0.001343906,0.000663033,0.0005147287,0.003246212,0.0003376262],"domain_scores_gemma":[0.9741006,0.01175877,0.00105164,0.0005336436,0.009565359,0.002990076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002264241,0.000007667153,0.00001179095,0.0002590439,0.00001421333,0.00003777524,0.00001287537,0.00001118631,0.00002256177,0.0002608658,0.9948524,0.004487029],"study_design_scores_gemma":[0.00005114228,0.00003802185,0.0001891995,0.001061485,0.0000636141,0.0001677686,0.0000703609,0.00008264726,0.00006853777,0.001515305,0.9966692,0.00002268795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001373892,0.008841936,0.00007114706,0.03531395,0.9544312,0.0000168942,0.00004220292,0.00004444904,0.001224507],"genre_scores_gemma":[0.0002651899,0.01432716,0.0001229827,0.04019469,0.9347579,0.00002962423,0.00004278016,0.00004462225,0.01021498],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01734142,"threshold_uncertainty_score":0.04700744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03833462400763389,"score_gpt":0.3589218742502069,"score_spread":0.3205872502425731,"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."}}