{"id":"W3016320559","doi":"10.17504/protocols.io.sqaedse","title":"Mouse Pancreatic Islet Isolation v1","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Islet; Collagenase; Pancreas; Isolation (microbiology); Digestion (alchemy); Perfusion; Biology; Internal medicine; Chemistry; Endocrinology; Medicine; Biochemistry; Chromatography; Insulin; Bioinformatics; Enzyme","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":[0.002228545,0.002379797,0.001875671,0.003514006,0.001617852,0.001882204,0.002829161,0.002047099,0.09903647],"category_scores_gemma":[0.00106039,0.002138762,0.00232835,0.001428907,0.0006920301,0.001261627,0.001723988,0.005988675,0.0963016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007167445,"about_ca_system_score_gemma":0.001079438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005618674,"about_ca_topic_score_gemma":0.001359843,"domain_scores_codex":[0.9975963,0.0002626597,0.0002423765,0.0008266494,0.0007222518,0.0003497258],"domain_scores_gemma":[0.9987352,0.0001348915,0.00008479162,0.0005727877,0.0001973614,0.0002749626],"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":[0.002186662,0.001268061,0.001379151,0.001839088,0.000154116,0.001109827,0.0004330548,0.0006699449,0.7815427,0.01372071,0.1038034,0.09189329],"study_design_scores_gemma":[0.0005631499,0.0007734679,0.004098392,0.0005675978,0.0002123853,0.001641015,0.00007444255,0.001137738,0.2194591,0.003334955,0.768035,0.0001028117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0665668,0.01843699,0.5097918,0.002302091,0.005740279,0.01931973,0.1760575,0.03628191,0.1655029],"genre_scores_gemma":[0.08454905,0.01349387,0.2674731,0.003968187,0.0009629056,0.04038356,0.2555135,0.01001075,0.3236451],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09903647,"threshold_uncertainty_score":0.33131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523234560177652,"score_gpt":0.2755856493026262,"score_spread":0.2503533037008497,"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."}}