{"id":"W4205225366","doi":"10.1111/vox.13130","title":"International Forum on Policies and Practice for Transfusion of <scp>ABO</scp> and <scp>RhD</scp> Non‐Identical Platelets: Responses","year":2021,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"ABO blood group system; Platelet; ABO incompatibility; Medicine; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003949832,0.00020615,0.0003847349,0.0001985154,0.0001391414,0.00005557258,0.00007917912,0.0001931002,0.00002113714],"category_scores_gemma":[0.003829178,0.0001812429,0.0001241368,0.0001903959,0.0001618351,0.0001671097,0.00005493923,0.0002163972,0.000004897738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002070765,"about_ca_system_score_gemma":0.00009124418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001384448,"about_ca_topic_score_gemma":0.00005708649,"domain_scores_codex":[0.9984182,0.00007859829,0.000398801,0.0003979077,0.0003993824,0.0003071203],"domain_scores_gemma":[0.9960381,0.003155748,0.0001055613,0.0002290794,0.000296031,0.0001754557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003880178,0.004935344,0.05296812,0.001727284,0.001816519,0.001183957,0.02875195,0.000006989817,0.7804004,0.02064914,0.04186073,0.06181942],"study_design_scores_gemma":[0.01317135,0.004262665,0.1239264,0.0009103644,0.001082578,0.002028674,0.02028322,0.0004408186,0.2883813,0.001033093,0.5443282,0.0001513799],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834712,0.001090143,0.00086262,0.006156306,0.00034318,0.0004667645,0.0001247905,0.00003811077,0.007446887],"genre_scores_gemma":[0.9898901,0.002792769,0.00337935,0.001619755,0.0002824326,0.00003276955,0.0000648766,0.00004305714,0.001894876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5024674,"threshold_uncertainty_score":0.739087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942918369766255,"score_gpt":0.3111980305127978,"score_spread":0.2917688468151352,"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."}}