{"id":"W4401421177","doi":"10.32920/26520751","title":"Where We Are and Where We Are Going in Nut Research","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":"St. Michael's Hospital","funders":"","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":[0.02699383,0.0006032119,0.001156368,0.001553282,0.004090627,0.01123836,0.001972824,0.005386195,0.03022908],"category_scores_gemma":[0.03555632,0.0004485746,0.001005187,0.002527922,0.008941541,0.0208273,0.005241437,0.01131788,0.01207709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006104204,"about_ca_system_score_gemma":0.009705167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254496,"about_ca_topic_score_gemma":0.01391863,"domain_scores_codex":[0.9854698,0.009072747,0.0005346949,0.00139474,0.002446933,0.001081058],"domain_scores_gemma":[0.9762848,0.009564999,0.001979678,0.00231936,0.006379926,0.003471203],"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":[0.0001616412,0.00009273409,0.003128117,0.001316858,0.00007719186,0.00009174737,0.01052051,0.0001120896,0.0005598254,0.3866653,0.4768097,0.1204644],"study_design_scores_gemma":[0.00003162574,0.00004579131,0.00576272,0.004403758,0.00005529938,0.00007115154,0.009421699,0.0001035963,0.0008643408,0.1340109,0.845152,0.00007721395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.006771876,0.03977509,0.01169617,0.8691416,0.01673639,0.0001245049,0.002647728,0.0004687253,0.05263785],"genre_scores_gemma":[0.2538928,0.08365606,0.09066647,0.4388345,0.01046062,0.001683207,0.005439551,0.002911136,0.1124556],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03022908,"threshold_uncertainty_score":0.1427587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06504168596929405,"score_gpt":0.3746121805598947,"score_spread":0.3095704945906007,"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."}}