{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005262629,0.0006473144,0.0003552882,0.0005851511,0.0003367147,0.0006936603,0.0005592076,0.0008142254,0.004225171],"category_scores_gemma":[0.0002176687,0.0003993122,0.0003971287,0.0002225105,0.000321216,0.0003244903,0.0004495048,0.00100134,0.001678747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157255,"about_ca_system_score_gemma":0.0004994372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049731,"about_ca_topic_score_gemma":0.003151294,"domain_scores_codex":[0.9995736,0.00002446819,0.00004382508,0.00009791244,0.0001831523,0.00007703088],"domain_scores_gemma":[0.9998055,0.00002268329,0.00005039409,0.00003812338,0.00003543929,0.00004783746],"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":[0.00002753643,0.00001506538,0.00007103699,0.00001713983,0.000004415554,0.00003881485,0.000008886837,0.0001938185,0.9980586,0.0002943433,0.0001070374,0.001163429],"study_design_scores_gemma":[0.00002285606,0.00009728273,0.001182003,0.000008676695,0.00002114753,0.0001914256,0.00001438452,0.001439724,0.9921454,0.00009304257,0.004775242,0.000008919458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8405498,0.001173798,0.1377543,0.0003595368,0.0004433625,0.0008539798,0.003089857,0.003095438,0.01267999],"genre_scores_gemma":[0.8295411,0.001152656,0.1319076,0.0002288279,0.00004055951,0.0006204433,0.003086623,0.001052922,0.03236929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004225171,"threshold_uncertainty_score":0.01413459,"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."}}