{"id":"W2799758568","doi":"10.14740/ijcp291w","title":"Neonatal Transfusion: Uncross-Matched “O” Negative Blood From Unrelated Donors in Emergency","year":2018,"lang":"en","type":"article","venue":"International Journal of Clinical Pediatrics","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Blood transfusion; Intensive care medicine; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010703,0.000178252,0.0006120009,0.0002989472,0.00004016745,0.00002326054,0.0003326068,0.0003135523,0.001184769],"category_scores_gemma":[0.001156651,0.0001425027,0.0004962716,0.0004048552,0.0001421104,0.0002479848,0.00004764861,0.001007652,0.00004849552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003745239,"about_ca_system_score_gemma":0.0002991631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003245203,"about_ca_topic_score_gemma":0.0002863668,"domain_scores_codex":[0.9960807,0.0001149424,0.002392211,0.0002659809,0.0009454202,0.0002007589],"domain_scores_gemma":[0.9968957,0.0006576696,0.0006744821,0.0001531912,0.001337781,0.0002811298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00355036,0.001419554,0.9620796,0.0000114346,0.0004833003,0.001057436,0.0009592985,0.00001195533,0.0002828918,0.0000891376,0.000732967,0.02932202],"study_design_scores_gemma":[0.02176748,0.002077312,0.963353,0.0001900692,0.0008082413,0.0003635806,0.0002571028,0.0002770723,0.00100584,0.007253982,0.002367127,0.0002791439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881955,0.000500571,0.001347211,0.003203636,0.00587318,0.0001396186,0.00004572795,0.00001606671,0.000678473],"genre_scores_gemma":[0.9828805,0.008158557,0.00219743,0.0003539561,0.006259692,0.000001192794,0.00002199966,0.00002259414,0.0001040691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02904288,"threshold_uncertainty_score":0.9997283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332761619970505,"score_gpt":0.3796568750798552,"score_spread":0.3463807130828047,"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."}}