{"id":"W2967796474","doi":"10.1007/s00125-019-04976-w","title":"Lipid-associated metabolic signalling networks in pancreatic beta cell function","year":2019,"lang":"en","type":"review","venue":"Diabetologia","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"University of California, Los Angeles; David Geffen School of Medicine, University of California, Los Angeles; Canadian Institutes of Health Research; Université de Lausanne; Canada Research Chairs","keywords":"Lipolysis; Endocrinology; Internal medicine; Beta cell; NEFA; Biology; Lipid metabolism; Carnitine O-palmitoyltransferase; Insulin; Beta oxidation; Biochemistry; Chemistry; Metabolism; Medicine; Adipose tissue; Islet","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":[0.0005208717,0.00112764,0.001500899,0.001693133,0.0002190892,0.001395475,0.0007799999,0.0009868174,0.004547614],"category_scores_gemma":[0.0005673057,0.0002690363,0.0004083632,0.00233216,0.000459422,0.001293872,0.001141098,0.001775002,0.0023676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006574653,"about_ca_system_score_gemma":0.0009184683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007418632,"about_ca_topic_score_gemma":0.001604201,"domain_scores_codex":[0.999879,0.00002093343,0.00001987658,0.0000231105,0.0000386382,0.00001836002],"domain_scores_gemma":[0.9997976,0.00008304912,0.00004236159,0.000006185494,0.0000447149,0.00002609466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002164715,0.00006937902,0.0001683368,0.01881439,0.0001665813,0.0001807218,0.00003892512,0.0005277643,0.002457907,0.003834416,0.02745183,0.9460732],"study_design_scores_gemma":[0.00004598068,0.0001030487,0.001040754,0.005287738,0.0002849637,0.0006007827,0.00006940373,0.000136641,0.0005452675,0.003298962,0.9885582,0.00002824557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008247184,0.9986656,0.00009472213,0.0001922732,0.0001971161,0.000002217583,0.00001963854,0.000006026106,0.0007398594],"genre_scores_gemma":[0.0003876629,0.9987901,0.0001002921,0.0001260967,0.0001627881,0.000003003116,0.00002905538,7.841169e-7,0.0004002463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004547614,"threshold_uncertainty_score":0.01521331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04456601147976528,"score_gpt":0.2892809633254467,"score_spread":0.2447149518456814,"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."}}