{"id":"W4396858094","doi":"10.2478/immunohematology-2024-003","title":"Meeting the transfusion needs of a patient with anti-En <sup>a</sup> requires an international effort","year":2024,"lang":"en","type":"article","venue":"Immunohematology","topic":"Blood groups and transfusion","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005153509,0.0003877841,0.0003004015,0.0004256429,0.001898078,0.0009663077,0.0004881712,0.001610796,0.003700239],"category_scores_gemma":[0.001878551,0.0001415449,0.0002627734,0.0003029752,0.0005934222,0.0009335526,0.0008447454,0.0018816,0.0006177812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567067,"about_ca_system_score_gemma":0.0006176652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007754338,"about_ca_topic_score_gemma":0.001242191,"domain_scores_codex":[0.9996179,0.0001333783,0.00004256697,0.00004854763,0.00005181949,0.0001056828],"domain_scores_gemma":[0.9992047,0.0002147959,0.0001295214,0.0000445252,0.00006018947,0.0003463249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001622115,0.0003335007,0.06789803,0.0001120808,0.00003314857,0.855137,0.003141582,0.0007414906,0.006077787,0.007368792,0.02033759,0.03865685],"study_design_scores_gemma":[0.000008339928,0.0001971941,0.01018278,0.0001320208,0.00001897145,0.9537466,0.00473371,0.001186096,0.001019416,0.004614324,0.02413428,0.000026266],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8644488,0.003980396,0.01117126,0.07098769,0.001779705,0.0001022336,0.000113044,0.0002539465,0.04716299],"genre_scores_gemma":[0.9780131,0.001329761,0.007360197,0.005589555,0.001032238,0.000019671,0.00007187179,0.00004409427,0.006539518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003700239,"threshold_uncertainty_score":0.01237851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007067746051668006,"score_gpt":0.2550744591378872,"score_spread":0.2480067130862192,"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."}}