{"id":"W4400943066","doi":"10.1016/j.cbpb.2024.111008","title":"Commentary: Tracing the fate of metabolic substrates during changes in whole-body energy expenditure in mice","year":2024,"lang":"en","type":"article","venue":"Comparative Biochemistry and Physiology Part B Biochemistry and Molecular Biology","topic":"Adipose Tissue and Metabolism","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Energy expenditure; Substrate (aquarium); Metabolism; Tracing; Limiting; Biochemistry; Energy metabolism; TRACER; Chemistry; Biology; Endocrinology; Computer science; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005835428,0.002128453,0.00175208,0.001430906,0.002466476,0.002714186,0.005142118,0.02620801,0.005663642],"category_scores_gemma":[0.01887472,0.0008460822,0.001985508,0.00101673,0.004806855,0.002768646,0.001995466,0.02980217,0.008436563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00443222,"about_ca_system_score_gemma":0.005388469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205967,"about_ca_topic_score_gemma":0.01308487,"domain_scores_codex":[0.9963959,0.0007721709,0.0004191421,0.0006450588,0.00150963,0.0002580036],"domain_scores_gemma":[0.9829594,0.009157042,0.001154175,0.0004442999,0.005207112,0.001077938],"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":[0.0000581449,0.000007568369,0.00003502947,0.000244431,0.000014827,0.0001574467,0.00007091653,0.00003623783,0.0003686995,0.0006566196,0.9944476,0.003902558],"study_design_scores_gemma":[0.00005208261,0.00006824299,0.0003708473,0.0007206724,0.00004952918,0.0004564833,0.0001248913,0.00009786036,0.0005701967,0.002173491,0.9952677,0.00004789754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000300779,0.0155441,0.0007798457,0.5174228,0.4625781,0.00006363782,0.0005226242,0.0002317365,0.002556399],"genre_scores_gemma":[0.001933389,0.01297545,0.0005863269,0.6710387,0.3029052,0.0001321062,0.0001449731,0.0001331324,0.01015061],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02620801,"threshold_uncertainty_score":0.03215814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645409700193401,"score_gpt":0.297301871038425,"score_spread":0.280847774036491,"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."}}