{"id":"W2088968498","doi":"10.4161/isl.3.4.15729","title":"Histopaque provides optimal mouse islet purification kinetics: Comparison study with Ficoll, iodixanol and dextran","year":2011,"lang":"en","type":"article","venue":"Islets","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ficoll; Islet; In vivo; Iodixanol; Transplantation; Density gradient; Dextran; Biology; In vitro; Andrology; Insulin; Chemistry; Internal medicine; Endocrinology; Biochemistry; Medicine; Biotechnology","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":[0.00009624674,0.0001538917,0.0002843632,0.00009213275,0.0000643126,0.00002278541,0.00005446545,0.00005707493,0.0001837937],"category_scores_gemma":[0.00005918861,0.0001175088,0.00002441634,0.00009621408,0.00009791728,0.000076613,0.00001447105,0.0001153476,0.00004218554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004009537,"about_ca_system_score_gemma":0.00003620354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001372313,"about_ca_topic_score_gemma":0.00001708284,"domain_scores_codex":[0.9990826,0.00004367203,0.0002281114,0.0002774339,0.0001887988,0.0001793384],"domain_scores_gemma":[0.999366,0.00003855227,0.00008423841,0.0002976489,0.00008503075,0.0001285085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004843837,0.01161413,0.6284372,0.0004749657,0.0004812416,0.0001840272,0.01982303,0.00002953046,0.30941,0.0004867956,0.009939662,0.01427563],"study_design_scores_gemma":[0.01986006,0.02891166,0.4792358,0.0002546326,0.001569423,0.0001833167,0.009634579,0.003118718,0.4148951,0.00006818039,0.041063,0.001205508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924088,0.0002897434,0.0004772317,0.0002074787,0.00006104685,0.0008766578,0.000003990576,0.0001126392,0.005562458],"genre_scores_gemma":[0.9948142,0.000009568888,0.003361464,0.0001827726,0.0000552671,0.00009121976,0.00001185963,0.00002168405,0.001452014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1492013,"threshold_uncertainty_score":0.4791869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730159722754316,"score_gpt":0.2575555253703589,"score_spread":0.2202539281428157,"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."}}