{"id":"W3108776473","doi":"10.17504/protocols.io.53qg8mw","title":"Mouse 2- Step Collagenase Liver Perfusion protocol v1","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Collagenase; Viability assay; Perfusion; Cell; Cell biology; Cell culture; Liver tissue; Protocol (science); Liver perfusion; Biology; Chemistry; Pathology; Enzyme; Biochemistry; Medicine; Internal medicine; Genetics; 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":[0.001485391,0.002363387,0.001185534,0.001897131,0.0006726925,0.0007580857,0.001334225,0.0009633908,0.02419942],"category_scores_gemma":[0.0008361668,0.0009541438,0.0009550105,0.0008646086,0.0004990743,0.0004814505,0.0005817295,0.002279642,0.02024032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005242657,"about_ca_system_score_gemma":0.001125259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015885,"about_ca_topic_score_gemma":0.002156085,"domain_scores_codex":[0.9987348,0.0001838872,0.0001431645,0.0003202834,0.0004605626,0.0001574922],"domain_scores_gemma":[0.9991624,0.0001569689,0.0001157332,0.0002685566,0.0001884379,0.0001078626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005358082,0.0001532608,0.0002906841,0.0005239084,0.00004958484,0.0003296006,0.000111355,0.000244323,0.9629441,0.002245776,0.008872938,0.02369858],"study_design_scores_gemma":[0.0002173018,0.0006418793,0.005602123,0.0001351394,0.0001337345,0.002232695,0.00002996922,0.001696494,0.7686923,0.001055021,0.2194787,0.00008471135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.08069856,0.008835664,0.8026098,0.0008194124,0.001882149,0.01028926,0.02599783,0.01705489,0.05181232],"genre_scores_gemma":[0.1067722,0.00944923,0.6501538,0.000977762,0.0005009327,0.0216579,0.07152579,0.005519311,0.1334432],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02419942,"threshold_uncertainty_score":0.08095515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05858009917401105,"score_gpt":0.3856755231668863,"score_spread":0.3270954239928753,"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."}}