{"id":"W4398794510","doi":"10.1111/trf.17873","title":"Isohemagglutinin titration in pooled and apheresis platelets","year":2024,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Apheresis; Platelet; Titration; Plateletpheresis; Medicine; Chemistry; Immunology; Inorganic chemistry","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":[0.001984228,0.0004387216,0.0003535229,0.0009134406,0.0001841561,0.0004613436,0.0005204014,0.0004678854,0.0009491596],"category_scores_gemma":[0.002693591,0.0001868991,0.000280752,0.0007191398,0.0002750873,0.0002422449,0.0003496349,0.0004492257,0.0003520399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708484,"about_ca_system_score_gemma":0.0001738495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006573288,"about_ca_topic_score_gemma":0.0004345963,"domain_scores_codex":[0.9964211,0.001367393,0.0003779491,0.0004505539,0.001284681,0.00009837253],"domain_scores_gemma":[0.9983659,0.0006995811,0.0002597728,0.0002319139,0.0003681818,0.00007451992],"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":[0.002331805,0.0008851579,0.07474009,0.0004856116,0.0002324882,0.0003475587,0.0007009104,0.001084957,0.8650349,0.0002072407,0.0005077594,0.05344151],"study_design_scores_gemma":[0.0001501907,0.01121796,0.1563949,0.00009115611,0.0003177017,0.003611726,0.000237151,0.005848581,0.8167942,0.0003291517,0.004953214,0.00005417793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98211,0.002820904,0.01187169,0.00007597324,0.00006426169,0.0003838181,0.0005201466,0.00009659232,0.002056514],"genre_scores_gemma":[0.9834437,0.0007065993,0.01333424,0.0001236604,0.00006005504,0.0002518818,0.001058774,0.00002445273,0.0009966135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001984228,"threshold_uncertainty_score":0.0104937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136868582200735,"score_gpt":0.2592182832593283,"score_spread":0.2478495974373209,"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."}}