{"id":"W3177489195","doi":"10.21307/immunohematology-2021-012","title":"Effect of cryopreservation on a rare McLeod donor red blood cell concentrate","year":2021,"lang":"en","type":"article","venue":"Immunohematology","topic":"Blood groups and transfusion","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Alberta","funders":"","keywords":"Cryopreservation; Phenotype; Hemolysis; Red blood cell; Andrology; Chemistry; Biology; Immunology; Biochemistry; Genetics; Medicine; Embryo; Gene","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":[0.0005500375,0.0002926122,0.0003119608,0.0002109762,0.0002529937,0.0004066406,0.0003126572,0.0002365879,0.001879241],"category_scores_gemma":[0.0008105499,0.00009414257,0.0002392902,0.0001792782,0.0001969062,0.0001890585,0.0002861758,0.000330091,0.000279739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002852543,"about_ca_system_score_gemma":0.0001985704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903288,"about_ca_topic_score_gemma":0.002249119,"domain_scores_codex":[0.9995794,0.0001117638,0.00005183291,0.00008367246,0.0001179874,0.00005533757],"domain_scores_gemma":[0.9994436,0.0001779082,0.00007902765,0.00009790446,0.0001360707,0.00006555885],"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":[0.002277401,0.0004368034,0.005950902,0.00008278923,0.00009475624,0.0003476222,0.0002134264,0.000505932,0.9808962,0.0001173504,0.0002239519,0.008852915],"study_design_scores_gemma":[0.00004896129,0.005283089,0.05496562,0.00002903302,0.0001566815,0.0006422661,0.0001812317,0.002034339,0.9344344,0.00005539281,0.002150398,0.00001857372],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983705,0.0003336908,0.0003737651,0.00002585216,0.00002018209,0.00002690639,0.0001121911,0.00001438459,0.0007225945],"genre_scores_gemma":[0.9969115,0.0002220547,0.001047194,0.00007071404,0.000009157035,0.00002322372,0.0004410155,0.0000164002,0.001258758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001903288,"threshold_uncertainty_score":0.006286681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00636215792604111,"score_gpt":0.2523259613563075,"score_spread":0.2459638034302664,"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."}}