{"id":"W118996435","doi":"10.1007/978-1-4939-2193-5_18","title":"Cord Blood Clinical Processing, Cryopreservation, and Storage","year":2014,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Canadian Blood Services","funders":"","keywords":"Cryopreservation; Computer science; Medicine; Biology; Cell biology","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":[0.004213633,0.0007681692,0.0007377118,0.002118138,0.001421644,0.001859538,0.001424425,0.0007616273,0.01631913],"category_scores_gemma":[0.004054257,0.0004078673,0.000411512,0.001621202,0.001384255,0.0005433777,0.0008741941,0.001568374,0.009850126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008276736,"about_ca_system_score_gemma":0.002840281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003227741,"about_ca_topic_score_gemma":0.004706087,"domain_scores_codex":[0.9977394,0.0004546767,0.0003072661,0.0002567591,0.001097241,0.0001446831],"domain_scores_gemma":[0.9984645,0.0002090885,0.000153772,0.0004276296,0.0006097012,0.0001353873],"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":[0.003878638,0.000591601,0.01598847,0.001866771,0.0001048741,0.003248187,0.001812874,0.0008802863,0.2407063,0.01484269,0.05781417,0.6582652],"study_design_scores_gemma":[0.0003757351,0.00194064,0.04404779,0.001080733,0.0002008058,0.01486416,0.0009356773,0.001865048,0.391672,0.005816759,0.5370767,0.0001239959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.273771,0.08579038,0.4074126,0.01005655,0.006663769,0.02280777,0.01021679,0.0053987,0.1778824],"genre_scores_gemma":[0.3988301,0.0441825,0.4349168,0.004278693,0.002701069,0.01335408,0.01465732,0.001846638,0.08523287],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01631913,"threshold_uncertainty_score":0.05459291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05225052731431306,"score_gpt":0.4568655956725787,"score_spread":0.4046150683582656,"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."}}