{"id":"W4220867780","doi":"10.1093/cdn/nzac042","title":"Let’s Be Clear about Expected Cardiovascular Risk: A Commentary on the Massive Rise in LDL Cholesterol Induced by Carbohydrate Restriction in the Proposed “Lean Mass Hyper-Responder” Phenotype","year":2022,"lang":"en","type":"letter","venue":"Current Developments in Nutrition","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Phenotype; Cholesterol; Internal medicine; Ldl cholesterol; Medicine; Biology; Endocrinology; Gene; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002581173,0.0006777262,0.001068983,0.001024121,0.0003524808,0.00009065848,0.0005797524,0.0005818531,0.00004520693],"category_scores_gemma":[0.0001860383,0.0005065202,0.0004915718,0.001691466,0.0000853301,0.0001413461,0.0001349251,0.006096096,0.00001288775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643114,"about_ca_system_score_gemma":0.000366283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399679,"about_ca_topic_score_gemma":0.00008296682,"domain_scores_codex":[0.9914789,0.003215517,0.001081321,0.001070161,0.002321954,0.0008321803],"domain_scores_gemma":[0.9979184,0.0001988331,0.0003876944,0.001295303,0.0001115721,0.00008814494],"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":[0.002969148,0.00369454,0.009158458,0.003066346,0.001673718,0.001612409,0.008868298,0.0001296259,0.0004007049,0.00001679897,0.9188585,0.04955148],"study_design_scores_gemma":[0.01142164,0.0005749194,0.03233496,0.00300355,0.000376393,0.00001649264,0.002095148,0.00006355028,0.0002200444,0.0001477595,0.9488734,0.0008721272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034962,0.006779148,0.00003649471,0.1758562,0.001931708,0.0113617,0.0002883412,0.00009209082,0.0001580996],"genre_scores_gemma":[0.7018019,0.02492179,0.0002167442,0.2457433,0.003838003,0.01108987,0.01192326,0.0004071944,0.00005793297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016943,"threshold_uncertainty_score":0.9997386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03349864946092474,"score_gpt":0.2693696495938182,"score_spread":0.2358710001328934,"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."}}