{"id":"W4398239062","doi":"10.3390/metabo14060295","title":"Metabolites Associated with Polygenic Risk of Breast Cancer","year":2024,"lang":"en","type":"article","venue":"Metabolites","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Breast cancer; Cancer; Single-nucleotide polymorphism; Internal medicine; Medicine; Oncology; Biology; Bioinformatics; Physiology; Endocrinology; Genotype; Genetics; Gene","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":[0.0005720581,0.000283552,0.0003089911,0.0007199675,0.0001988154,0.0004626128,0.0001402171,0.0002490432,0.001360096],"category_scores_gemma":[0.002016648,0.000135025,0.0003653965,0.001021184,0.0002114027,0.0001277659,0.0003548928,0.0003025202,0.0001252849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431703,"about_ca_system_score_gemma":0.0002019609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197506,"about_ca_topic_score_gemma":0.0024717,"domain_scores_codex":[0.9996064,0.000175053,0.00002655679,0.00008510321,0.00005220938,0.00005469732],"domain_scores_gemma":[0.9987891,0.0004035197,0.0004799379,0.0001451383,0.00008141335,0.0001008465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001221283,0.00008007415,0.9655694,0.00003420132,0.0005887438,0.0002335812,0.00007198942,0.0004860153,0.02287776,0.0001911236,0.0001177084,0.008528151],"study_design_scores_gemma":[0.000008530256,0.0001023243,0.9974827,0.000002313082,0.000110958,0.000184861,0.00001940414,0.0006142619,0.001152141,0.0001924419,0.0001250783,0.000005005787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974253,0.000546145,0.0009806199,0.00008230975,0.000005211128,0.000008167524,0.0004883859,0.00002402717,0.0004398458],"genre_scores_gemma":[0.9989731,0.0001047457,0.0005416949,0.00001688285,0.000004901769,0.000004337814,0.0002107308,0.00000389444,0.0001397912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002197506,"threshold_uncertainty_score":0.004549921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005808220217426174,"score_gpt":0.2382115989832621,"score_spread":0.2324033787658359,"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."}}