{"id":"W3024847612","doi":"10.1111/vox.12902","title":"Vox Sanguinis International forum on the selection and preparation of blood components for intrauterine transfusion","year":2020,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood groups and transfusion","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Alberta","funders":"","keywords":"Blood transfusion; Medicine; Selection (genetic algorithm); Intensive care medicine; Computer science; Internal medicine","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":[0.003606715,0.0009136212,0.0005611253,0.002026204,0.0006451486,0.001883072,0.0009397877,0.002423892,0.03850852],"category_scores_gemma":[0.002583558,0.000320509,0.000593647,0.001491358,0.001129095,0.0009922528,0.001570618,0.002693842,0.01367338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006579154,"about_ca_system_score_gemma":0.002305541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822104,"about_ca_topic_score_gemma":0.002287782,"domain_scores_codex":[0.9982781,0.0005582165,0.0001513967,0.0001286675,0.0006931273,0.0001905853],"domain_scores_gemma":[0.9987475,0.0004732544,0.000179737,0.0001262872,0.0002792659,0.0001938872],"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":[0.0005268153,0.0001852852,0.001949072,0.002380859,0.00005224938,0.001192664,0.0003203115,0.0002650061,0.01597303,0.02520122,0.320713,0.6312405],"study_design_scores_gemma":[0.00002042349,0.0001468641,0.002180801,0.0009914548,0.00003091649,0.0007837236,0.0001124292,0.00004210075,0.004192928,0.002944442,0.9885414,0.00001250357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009527305,0.4052545,0.01176117,0.05049569,0.0484488,0.0003750424,0.0009798735,0.0004529937,0.4727047],"genre_scores_gemma":[0.0581405,0.2768171,0.02075032,0.01281002,0.02049617,0.000471549,0.002950165,0.0005715754,0.6069926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03850852,"threshold_uncertainty_score":0.1288238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02557454481386639,"score_gpt":0.2800735289715239,"score_spread":0.2544989841576575,"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."}}