{"id":"W4316039002","doi":"10.3390/bioengineering10010110","title":"Histological Characterization of Class I HLA Molecules in Whole Umbilical Cord Tissue Towards an Inexhaustible Graft Alternative for Reconstructive Surgery","year":2023,"lang":"en","type":"article","venue":"Bioengineering","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Sunnybrook Research Institute","keywords":"Human leukocyte antigen; Umbilical cord; Antigen; Immunology; HLA-G; Medicine; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001836474,0.0001331696,0.000111529,0.000631952,0.00009865787,0.0002591802,0.000111034,0.0001696109,0.001264129],"category_scores_gemma":[0.0001853683,0.00008963428,0.0001226162,0.0003521028,0.0001743509,0.0002537832,0.0001814774,0.0001782626,0.0002410211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101903,"about_ca_system_score_gemma":0.00009538716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002650945,"about_ca_topic_score_gemma":0.0002810032,"domain_scores_codex":[0.9999138,0.00001219856,0.00001386251,0.00002277417,0.000023119,0.00001425634],"domain_scores_gemma":[0.9998488,0.00001943934,0.00003743034,0.00002164094,0.00004149646,0.0000310948],"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":[0.0003123537,0.00002291312,0.01427505,0.0001197803,0.00001801997,0.0005076231,0.00009790515,0.00005902378,0.9753668,0.0001338446,0.00002584077,0.009060905],"study_design_scores_gemma":[0.0000386089,0.001666362,0.5968925,0.0001259069,0.0001875503,0.01065529,0.0009557594,0.001870433,0.3782305,0.000398337,0.008959657,0.00001901901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991601,0.002667997,0.003662901,0.00002151232,0.0000172249,0.00003229216,0.0001617277,0.00002296122,0.001812327],"genre_scores_gemma":[0.9922497,0.002006136,0.003793437,0.00003408075,0.00001853009,0.00004040293,0.0004857926,0.00001226938,0.001359599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001264129,"threshold_uncertainty_score":0.00422895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03655235928337081,"score_gpt":0.2741396427609171,"score_spread":0.2375872834775463,"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."}}