{"id":"W7055867574","doi":"","title":"Developing an experimental murine autoimmune model of nephrotic syndrome driven by a podocytopathic humoral response","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Nephrotic syndrome; Immune system; Humoral immunity; Autoimmune disease; Antibody; Glomerulonephritis; Animal model","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":[0.0004806849,0.001051333,0.0004139166,0.0009511812,0.0004687734,0.0005990586,0.0005414031,0.0007619112,0.003032358],"category_scores_gemma":[0.0001681558,0.0002833834,0.0006670395,0.0002337702,0.0004234161,0.0004685502,0.0003542465,0.001548084,0.0009374607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003820045,"about_ca_system_score_gemma":0.0004888004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003588666,"about_ca_topic_score_gemma":0.0009669628,"domain_scores_codex":[0.9996594,0.0000566437,0.00002751332,0.00008029806,0.00009806223,0.00007802256],"domain_scores_gemma":[0.9997016,0.00003234422,0.00009199638,0.00004063864,0.00002928708,0.0001041349],"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":[0.0004783338,0.00063553,0.0002931224,0.00009092217,0.00001271231,0.000203908,0.00004396784,0.000219646,0.9931372,0.0009857566,0.0003345053,0.003564464],"study_design_scores_gemma":[0.0004554558,0.006495865,0.004784872,0.00009423318,0.0001471445,0.001161882,0.0001121236,0.002756394,0.9698057,0.0005681547,0.01358942,0.00002868804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9698272,0.002240287,0.0166683,0.0008060175,0.0005624543,0.0005800144,0.0009944871,0.000593394,0.007727775],"genre_scores_gemma":[0.9414618,0.003859862,0.02461401,0.0006104361,0.0001884153,0.001071721,0.001504822,0.0001348683,0.02655406],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003032358,"threshold_uncertainty_score":0.01014423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739182480766432,"score_gpt":0.2600821192007573,"score_spread":0.232690294393093,"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."}}