{"id":"W4401561766","doi":"10.1056/nejmc2408735","title":"Diets","year":2024,"lang":"en","type":"letter","venue":"New England Journal of Medicine","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Food science; Environmental science; Chemistry","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":[0.001566731,0.0008353732,0.0008619361,0.0004556767,0.002072578,0.002379571,0.001476395,0.01841219,0.01864258],"category_scores_gemma":[0.009677009,0.000386703,0.0006917125,0.0003533181,0.001117184,0.00182169,0.0007426034,0.0198362,0.02081071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001846913,"about_ca_system_score_gemma":0.001688078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213184,"about_ca_topic_score_gemma":0.004552063,"domain_scores_codex":[0.998895,0.0002611608,0.0001582829,0.0001611464,0.0003972702,0.0001272933],"domain_scores_gemma":[0.997174,0.001127478,0.0002023125,0.000136743,0.0009398547,0.0004195999],"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":[0.00003992396,0.00002212802,0.0001308557,0.00004847349,0.000006333199,0.0006142434,0.00002085031,0.0000172763,0.00008200033,0.0005650053,0.9880608,0.01039203],"study_design_scores_gemma":[0.00003399059,0.00003296385,0.000335905,0.0001334019,0.000008737066,0.0006916317,0.00005165083,0.00005647052,0.00009185286,0.000952563,0.9975995,0.00001124447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003489523,0.004531032,0.0001685182,0.8104253,0.1743953,0.00002554112,0.0001249347,0.0001105393,0.009869799],"genre_scores_gemma":[0.002440527,0.002529713,0.0002455837,0.8619402,0.105291,0.00004193428,0.00007888032,0.0000378438,0.02739435],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01864258,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897061089933616,"score_gpt":0.2983432351381968,"score_spread":0.2693726242388606,"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."}}