{"id":"W4295745410","doi":"10.1016/j.immuni.2022.08.012","title":"Skip the buffet, for SPARC’s sake","year":2022,"lang":"en","type":"letter","venue":"Immunity","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McGill University","keywords":"Biology; Computational biology","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004760053,0.0002542181,0.0005639734,0.00007164059,0.0005375362,0.00002242155,0.0003646229,0.0002043896,0.0008450079],"category_scores_gemma":[0.0003176467,0.000161521,0.000351832,0.0001195932,0.0001555375,0.00002264148,0.0003049213,0.002333359,0.00004257882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005585336,"about_ca_system_score_gemma":0.0001211665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003395344,"about_ca_topic_score_gemma":0.00002154286,"domain_scores_codex":[0.9987174,0.0001463821,0.0002298904,0.0001992901,0.0003255984,0.0003814166],"domain_scores_gemma":[0.9984024,0.0004704403,0.0001189567,0.0008740171,0.0001054039,0.00002884675],"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":[0.00007674718,0.00004420314,0.00009008949,0.0002041231,0.000306233,0.00003162812,0.000545794,7.552963e-8,0.00002590608,0.00006081817,0.9953597,0.003254732],"study_design_scores_gemma":[0.0006725031,0.0001592961,0.006654508,0.00003483073,0.0005826415,0.00001196895,0.0002901691,9.300247e-7,0.00002333186,0.0003679648,0.9910352,0.0001666892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002390181,0.006717234,0.00001586385,0.9439738,0.003366887,0.0013357,0.0002443827,0.0001030686,0.04185283],"genre_scores_gemma":[0.0016398,0.0009793636,0.0001725813,0.8991334,0.006939157,0.0007188091,0.001035459,0.00008897002,0.08929245],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04743962,"threshold_uncertainty_score":0.9999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04899077104313194,"score_gpt":0.3042408264965075,"score_spread":0.2552500554533755,"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."}}