{"id":"W2161504438","doi":"10.1038/nmeth.3031","title":"Optimized cell transplantation using adult rag2 mutant zebrafish","year":2014,"lang":"en","type":"article","venue":"Nature Methods","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Institutes of Health","keywords":"Zebrafish; Mutant; Biology; RAG2; Transplantation; Cell biology; Fish <Actinopterygii>; Model organism; Xenotransplantation; Cell; Gene; Genetics; Fishery; Medicine","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":[0.001053126,0.0001504261,0.0001655329,0.00006870715,0.0001027414,0.0000306853,0.0003011516,0.0005418196,0.00004643569],"category_scores_gemma":[0.000949414,0.000133546,0.000106066,0.0002307932,0.0001007827,0.000004538364,0.0000543418,0.0004381015,0.000006294209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001903609,"about_ca_system_score_gemma":0.00007833555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001750361,"about_ca_topic_score_gemma":0.000005920426,"domain_scores_codex":[0.9983177,0.0005035613,0.0002083705,0.0004072635,0.0002570099,0.0003060513],"domain_scores_gemma":[0.998996,0.0001364229,0.00007366642,0.0004075711,0.0001938927,0.000192439],"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":[0.00009279595,0.0000463214,0.00001702403,0.00003401655,0.00001820996,0.000001400381,0.00001627364,0.00005479579,0.9824607,0.0003129955,0.0009176062,0.0160278],"study_design_scores_gemma":[0.001046314,0.00009353964,0.0002598059,0.00001161765,0.00003352447,0.00001734268,0.00001339194,0.004991912,0.9329151,0.000509581,0.05992556,0.0001823467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06709733,0.0002973627,0.9266934,0.0004753793,0.0001581259,0.0002893015,0.00004160325,0.0000312785,0.004916214],"genre_scores_gemma":[0.2784072,0.0001664148,0.7193046,0.001224934,0.0003540345,0.00003938853,0.0003104758,0.00003241718,0.0001605705],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2113098,"threshold_uncertainty_score":0.5445848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225872688334262,"score_gpt":0.3686623473670654,"score_spread":0.3564036204837228,"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."}}