{"id":"W4408498000","doi":"10.1080/19382014.2025.2479911","title":"The effects of free fatty acid-free bovine serum albumin and palmitate on pancreatic β-cell function","year":2025,"lang":"en","type":"article","venue":"Islets","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bovine serum albumin; Internal medicine; Endocrinology; Fatty acid; Chemistry; Albumin; Palmitic acid; Free form; Biochemistry; Biology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001745051,0.0001487245,0.0002849576,0.00008632435,0.0001060054,0.00001655927,0.0001038122,0.00007524745,0.00002947642],"category_scores_gemma":[0.001458543,0.00009622024,0.0000680919,0.0001811559,0.00009914918,0.00003353504,0.00007379993,0.0001336206,0.00002999481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002880111,"about_ca_system_score_gemma":0.00004381831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002229937,"about_ca_topic_score_gemma":0.000006307256,"domain_scores_codex":[0.9991248,0.00006819394,0.0002103811,0.0002046911,0.0001914814,0.0002005092],"domain_scores_gemma":[0.9982054,0.0009086962,0.00007470549,0.000676766,0.00006048718,0.00007390888],"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":[0.003296111,0.0007066714,0.06571341,0.003249133,0.0006236588,0.00005596155,0.0002770828,0.000002517507,0.7092506,0.004130326,0.1628764,0.04981811],"study_design_scores_gemma":[0.01123082,0.003515423,0.3563724,0.001075907,0.0008927492,0.000006740676,0.0001431454,0.0002844796,0.6045173,0.004999054,0.01674557,0.0002164793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608244,0.002599619,0.0001924335,0.002029623,0.0006893972,0.0004207285,0.000009676382,0.00005716687,0.03317701],"genre_scores_gemma":[0.9890379,0.0002439182,0.0001147405,0.001426902,0.0000653281,0.0000355391,0.000006106898,0.00001259358,0.009056977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.290659,"threshold_uncertainty_score":0.3923747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005159512651909446,"score_gpt":0.2167277408496302,"score_spread":0.2115682281977208,"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."}}