{"id":"W2184742797","doi":"10.14785/lpsn-2015-0011","title":"Isolation protocol for patients with severe combined immune deficiency","year":2015,"lang":"en","type":"article","venue":"LymphoSign Journal","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Isolation (microbiology); Medicine; Hematopoietic stem cell transplantation; Severe combined immunodeficiency; Pediatrics; Population; Treatment protocol; Immune system; Immunodeficiency; Protocol (science); Intensive care medicine; Transplantation; Immunology; Internal medicine; Bioinformatics; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004512058,0.0002177347,0.0002529117,0.0001134122,0.0005375115,0.00006170545,0.0003119616,0.0001558282,0.0001331906],"category_scores_gemma":[0.00009894359,0.0001578625,0.0001065654,0.0001790927,0.0001245207,0.0003026983,0.00003534354,0.0002096037,0.0001013968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117183,"about_ca_system_score_gemma":0.0003402849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000135508,"about_ca_topic_score_gemma":3.486736e-7,"domain_scores_codex":[0.998687,0.0001063013,0.0004487549,0.0002028392,0.00008102262,0.0004740587],"domain_scores_gemma":[0.9989349,0.00005766912,0.0003441827,0.0002073402,0.0004352583,0.00002067401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1153949,0.02697358,0.2348556,0.0006324028,0.002123534,0.00002981498,0.02822369,0.003488463,0.1815951,0.01750993,0.07901533,0.3101577],"study_design_scores_gemma":[0.3553881,0.03530418,0.1298997,0.001029856,0.0004257722,0.002000228,0.006585151,0.0005673192,0.02336092,0.01570275,0.4256596,0.004076426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.527398,0.005960606,0.1339836,0.001044459,0.005906065,0.3104385,0.00009990534,0.0005942607,0.01457455],"genre_scores_gemma":[0.9766561,0.00000178427,0.0006029679,0.0001276526,0.00001178271,0.02169236,0.00008695365,0.0000383788,0.0007819886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4492581,"threshold_uncertainty_score":0.6437444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392382537474012,"score_gpt":0.2425752736894812,"score_spread":0.2286514483147411,"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."}}