{"id":"W6987830581","doi":"","title":"Using numbers to determine new regulators of lipid homeostasis","year":2019,"lang":"en","type":"article","venue":"Open Access Institutional Repository (National University of Cuyo)","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Lipid metabolism; Homeostasis; Glucose homeostasis; Identification (biology); Energy homeostasis","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":[],"consensus_categories":[],"category_scores_codex":[0.00008166728,0.00009869345,0.0001608164,0.00009218315,0.0001315252,0.00003725207,0.0007988774,0.00008804606,0.0001615594],"category_scores_gemma":[0.00002822104,0.0001111769,0.00008576683,0.0001618807,0.0001101675,0.00009156614,0.0005753803,0.00004466663,0.000004604853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006680534,"about_ca_system_score_gemma":0.0009927882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004891288,"about_ca_topic_score_gemma":0.00003977225,"domain_scores_codex":[0.9991329,0.00002393384,0.0001649949,0.000261134,0.0003211116,0.00009595499],"domain_scores_gemma":[0.9992276,0.00001007233,0.0001630282,0.0001891542,0.000314113,0.00009603628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004181715,0.0000784463,0.02021896,0.00003470645,0.00008692368,0.000006088502,0.00004639315,0.005354128,0.9686978,0.002837646,0.001309126,0.0009116133],"study_design_scores_gemma":[0.001256892,0.0001211287,0.0415198,0.0000759121,0.00005534376,0.00006435849,0.00008172274,0.00006372638,0.8906257,0.0000737236,0.06579494,0.000266813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682485,0.00001380805,0.0005420909,0.00005950697,0.0003401219,0.0002406009,0.00004422573,0.000003217053,0.03050792],"genre_scores_gemma":[0.9931179,0.000005699751,0.003299337,0.00006211492,0.0001404012,2.345043e-7,0.00006609619,0.00000573729,0.003302497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07807215,"threshold_uncertainty_score":0.4533663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0403599288749193,"score_gpt":0.317505761522872,"score_spread":0.2771458326479527,"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."}}