{"id":"W2319589624","doi":"10.3727/000000007783464498","title":"Detection of Microbial Contamination during Human Islet Isolation","year":2007,"lang":"en","type":"article","venue":"Cell Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Capital District Health Authority","funders":"","keywords":"Contamination; Islet; Transplantation; Isolation (microbiology); Medicine; Human decontamination; Microbiology; Biology; Surgery; Diabetes mellitus; Pathology; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273645,0.0003795235,0.0004664542,0.000560049,0.0003632325,0.0007808614,0.0002790983,0.000476161,0.0005337407],"category_scores_gemma":[0.003241753,0.0002225576,0.0002652508,0.0004964387,0.0004911972,0.0003296008,0.0006353378,0.0004453606,0.0003817496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000128363,"about_ca_system_score_gemma":0.0002852342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003322579,"about_ca_topic_score_gemma":0.000309205,"domain_scores_codex":[0.9978132,0.0006586791,0.0002430275,0.0004106583,0.0006992265,0.0001751941],"domain_scores_gemma":[0.9977579,0.000826792,0.0005678909,0.0002673919,0.0004583345,0.0001217293],"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":[0.001627391,0.0001922676,0.2294762,0.0002311609,0.00004951618,0.001894397,0.002751637,0.0001421366,0.7382452,0.0000456054,0.0001485965,0.02519574],"study_design_scores_gemma":[0.00003181458,0.004956726,0.3343279,0.0001181742,0.0001960407,0.007274598,0.002558396,0.001224395,0.6456395,0.0001244666,0.00349462,0.00005332759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950434,0.000634626,0.003632054,0.00002469745,0.00001370643,0.00006488926,0.00009376941,0.00002585494,0.0004669533],"genre_scores_gemma":[0.9907401,0.0005704839,0.007571491,0.0001177391,0.00002273399,0.00007520903,0.0004453817,0.00002600044,0.0004309143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001273645,"threshold_uncertainty_score":0.006735742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008477079977546561,"score_gpt":0.2319930362983569,"score_spread":0.2235159563208103,"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."}}