{"id":"W4380729891","doi":"10.1177/09636897231179642","title":"Beneficial Effects of Two Marine Oxygen Carriers, M101 and M201, on Human Islet Quality in Hypoxic Culture Conditions","year":2023,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Centre of Excellence for Environmental Decisions, Australian Research Council","keywords":"Islet; Transplantation; Hypoxia (environmental); Hemoglobin; Oxygenation; Oxygen; Biology; In vivo; In vitro; Pancreatic islets; Andrology; Endocrinology; Cell biology; Chemistry; Internal medicine; Biochemistry; Insulin; Medicine","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":[0.0001191685,0.00009126331,0.0002023476,0.0001419573,0.00005291516,0.000004818954,0.00002074336,0.00006397493,0.00006781166],"category_scores_gemma":[0.00002521774,0.00008239273,0.00003770519,0.0001993358,0.00003756011,0.00003482392,0.000003466901,0.00008881152,0.00001741611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001870467,"about_ca_system_score_gemma":0.00001703611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001592791,"about_ca_topic_score_gemma":0.00006855208,"domain_scores_codex":[0.9993455,0.00005851959,0.0001946769,0.0001516014,0.0001344491,0.0001152562],"domain_scores_gemma":[0.9996225,0.0001565642,0.00004876796,0.00008898392,0.00002538907,0.00005782585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002648555,0.0001636658,0.07973175,0.002364099,0.00003919616,0.00004845808,0.00294673,0.00008222758,0.9120051,0.001382562,0.0006000372,0.0003713079],"study_design_scores_gemma":[0.005171862,0.0003214068,0.7868519,0.0002000163,0.0001580142,0.000003558119,0.0002436429,0.00006312445,0.2059834,0.000817551,0.00007782655,0.0001077128],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925005,0.00004383279,0.00001872804,0.00007179785,0.000092394,0.0002819251,0.00007095235,0.00004721459,0.006872663],"genre_scores_gemma":[0.9977709,0.00022642,0.00004838089,0.0001272919,0.0000520819,0.00002272877,0.001127717,0.000008704532,0.0006157778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7071201,"threshold_uncertainty_score":0.3359878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02031747471277132,"score_gpt":0.3102094038963409,"score_spread":0.2898919291835695,"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."}}