{"id":"W3104851609","doi":"10.1007/978-1-0716-0810-4_12","title":"Experimental Competitive Bone Marrow Transplant Assays","year":2020,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Canadian Institutes of Health Research","keywords":"Bone marrow; Haematopoiesis; Bone marrow transplant; Hematopoietic stem cell; Peripheral blood; Stem cell; Medicine; Bone marrow transplantation; Immunology; Biology; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003287981,0.002027071,0.001097471,0.001227054,0.001090633,0.00122964,0.00326533,0.001330383,0.01472827],"category_scores_gemma":[0.001657964,0.0006834897,0.001062062,0.001145589,0.001067321,0.0008607645,0.002222048,0.004154931,0.003192606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166802,"about_ca_system_score_gemma":0.001208089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00277317,"about_ca_topic_score_gemma":0.004097488,"domain_scores_codex":[0.9933152,0.001895793,0.0005444217,0.00126755,0.001993049,0.0009840141],"domain_scores_gemma":[0.9968581,0.001102331,0.0005172541,0.0007039205,0.0003542006,0.0004641002],"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":[0.005113027,0.002679791,0.001791804,0.0004261486,0.00009669791,0.0003050992,0.0003329473,0.0008843931,0.9633895,0.01287824,0.002006093,0.0100963],"study_design_scores_gemma":[0.0004291273,0.005198799,0.003200906,0.00003438216,0.0001789321,0.0008871814,0.0001266743,0.004288582,0.9735323,0.001254992,0.01080567,0.00006236877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7723106,0.004886031,0.1729946,0.0007664768,0.000824401,0.003619021,0.009668273,0.002040777,0.03288994],"genre_scores_gemma":[0.872089,0.002070661,0.09127099,0.0005658942,0.0003913951,0.004695421,0.008722802,0.0005043702,0.01968946],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01472827,"threshold_uncertainty_score":0.04927099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03596568435179028,"score_gpt":0.3832527504986638,"score_spread":0.3472870661468735,"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."}}