{"id":"W2513407916","doi":"10.1182/blood.v116.21.1187.1187","title":"Analysis of Cell Aggregation In Thawed Hematopoietic Stem Cell Products Using Micro-Flow Imaging.","year":2010,"lang":"en","type":"article","venue":"Blood","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Ottawa Hospital","funders":"","keywords":"Cryopreservation; Peripheral blood mononuclear cell; Andrology; Flow cytometry; Stem cell; Haematopoiesis; Chemistry; Cord blood; Progenitor cell; Cell; Umbilical cord; Live cell imaging; Molecular biology; Immunology; Cell biology; Medicine; Biology; Biochemistry; Embryo","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":[0.0004285478,0.000298733,0.0002519574,0.0004767194,0.0002267909,0.0003263374,0.000293294,0.0003360443,0.001669392],"category_scores_gemma":[0.0002569996,0.0001284922,0.000196882,0.0002967216,0.0002446682,0.0003297472,0.0001564586,0.0006219139,0.0004029029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004765427,"about_ca_system_score_gemma":0.0002247901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009974374,"about_ca_topic_score_gemma":0.001083115,"domain_scores_codex":[0.9997815,0.00003334959,0.00001722216,0.00005182278,0.00008350156,0.00003251593],"domain_scores_gemma":[0.999785,0.00007615731,0.00004746028,0.00001372221,0.00005475062,0.00002300784],"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":[0.00008940497,0.00003350874,0.0005311683,0.00003000291,0.000002641517,0.00003026771,0.00003827282,0.00004960704,0.9951234,0.00005251928,0.00008541966,0.003933802],"study_design_scores_gemma":[0.000006894948,0.0002069081,0.01160249,0.000006938225,0.00001338547,0.0001698381,0.00003790385,0.004562915,0.9823565,0.0000529948,0.0009767695,0.0000064892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360376,0.003628295,0.05554292,0.0002003929,0.000106754,0.000223769,0.001173835,0.000507507,0.002578829],"genre_scores_gemma":[0.9056566,0.002203301,0.08439894,0.0001611537,0.0000629063,0.0004076117,0.00181505,0.00008069576,0.005213624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669392,"threshold_uncertainty_score":0.005584598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218232759026667,"score_gpt":0.2413816394041331,"score_spread":0.2291993118138664,"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."}}