{"id":"W2774097585","doi":"10.1097/00007890-201407151-00013","title":"C1q-Binding DSA Induce Distinct Molecular Phenotypes in Kidney Transplant Biopsies.","year":2014,"lang":"en","type":"article","venue":"Transplantation","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Metabolomics Innovation Centre","funders":"","keywords":"Phenotype; Kidney; Cancer research; Kidney transplantation; Pathology; Kidney transplant; Medicine; Cell biology; Biology; Internal medicine; Gene; Genetics","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":[0.0002401812,0.0001776829,0.0002187848,0.0001694783,0.00009065058,0.00001526701,0.0001732494,0.0001168522,0.0004192025],"category_scores_gemma":[0.00002925414,0.0001730286,0.00006479544,0.0001513319,0.0000585977,0.00009705499,0.000006489103,0.0001407414,0.0003240858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003674742,"about_ca_system_score_gemma":0.00003512459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001873543,"about_ca_topic_score_gemma":0.0001261896,"domain_scores_codex":[0.9987398,0.0002572768,0.00035056,0.0002907754,0.0000564101,0.0003051556],"domain_scores_gemma":[0.9995566,0.0001311431,0.00007816558,0.0001754921,0.00002038599,0.00003820367],"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":[0.0003863077,0.0001375468,0.06607948,0.0004286841,0.00008134796,0.00003272072,0.001982202,0.00005897078,0.9256389,0.003113489,0.0002009397,0.001859368],"study_design_scores_gemma":[0.01001808,0.0002829526,0.2913581,0.001537192,0.0004314886,0.0001801386,0.0002923568,0.0001532454,0.6890998,0.0008438207,0.004785772,0.001017039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927542,0.0001923078,0.003953072,0.0001650857,0.0003985104,0.0003015477,0.0002778101,0.0001014174,0.001856085],"genre_scores_gemma":[0.9979357,0.00003165682,0.00005712363,0.0001169491,0.00001956568,0.0000439313,0.001695452,0.00001789866,0.00008172204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2365392,"threshold_uncertainty_score":0.7055903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234647849131448,"score_gpt":0.2422685376382561,"score_spread":0.2299220591469416,"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."}}