{"id":"W2741889017","doi":"","title":"Collagenase isolation method delays endothelial to mesenchymal transition","year":2017,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Collagenase; Isolation (microbiology); Mesenchymal stem cell; Chemistry; Cell biology; Biology; Bioinformatics; Biochemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032877,0.0001986149,0.0003406094,0.0002096995,0.001073248,0.0001244033,0.000373493,0.00009747125,0.0002005778],"category_scores_gemma":[0.002292472,0.0001661804,0.0000828294,0.0003588214,0.001899575,0.0005065206,0.0001123716,0.00003985516,0.0001827532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727191,"about_ca_system_score_gemma":0.0009250456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000280218,"about_ca_topic_score_gemma":0.000003881323,"domain_scores_codex":[0.997894,0.0001852791,0.0003027999,0.0006254309,0.0005498695,0.0004425462],"domain_scores_gemma":[0.9980602,0.0001487698,0.0001970603,0.0004753684,0.0003505679,0.0007680393],"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":[0.0001806255,0.0001299955,0.02205947,0.00002695299,0.0000199834,0.000375239,0.001821195,0.00002371663,0.9745817,0.0001961288,0.0001069068,0.0004780857],"study_design_scores_gemma":[0.001595058,0.00151499,0.322895,0.0001571029,0.0001091474,0.00140615,0.0006394174,0.003709468,0.6650557,0.002563879,0.00005446873,0.0002996787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895005,0.00002703578,0.0008205454,0.001544151,0.0003863354,0.0006900171,0.00002713782,0.00004259522,0.006961715],"genre_scores_gemma":[0.9858789,7.288084e-7,0.01264039,0.0008640663,0.0002255705,0.00007022107,0.000007192413,0.00001340607,0.0002995028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.309526,"threshold_uncertainty_score":0.8254667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06018300738939721,"score_gpt":0.4019836471537033,"score_spread":0.3418006397643061,"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."}}