{"id":"W4409787863","doi":"10.1016/j.transci.2025.104125","title":"Predictors of platelet count response following intravenous immunoglobulin use for maternal thrombocytopenia","year":2025,"lang":"en","type":"article","venue":"Transfusion and Apheresis Science","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Electricity Association; Canadian Blood Services; Ottawa Hospital; University of Ottawa","funders":"Canadian Blood Services","keywords":"Platelet; Medicine; Antibody; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007615247,0.0002116197,0.0001893562,0.0003681417,0.0001671397,0.00034195,0.0002690666,0.0003258612,0.0009297525],"category_scores_gemma":[0.004494856,0.0001698473,0.0003272484,0.0004450678,0.0001586981,0.0002133421,0.0001909105,0.0006674731,0.0001353772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386416,"about_ca_system_score_gemma":0.0003438814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002214239,"about_ca_topic_score_gemma":0.002063854,"domain_scores_codex":[0.9996159,0.0001455498,0.00004692554,0.00005942623,0.00006394032,0.00006810353],"domain_scores_gemma":[0.9976755,0.001034913,0.0008765107,0.00008057683,0.0001236087,0.0002089619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004056116,0.000006669867,0.9992955,0.000001490402,0.000006131661,0.0000619104,0.00000866852,0.00003513575,0.00005838006,0.000005700884,0.00003415377,0.00044561],"study_design_scores_gemma":[0.00000377614,0.000118479,0.9979571,0.000008286939,0.00002032587,0.0006162449,0.00006668501,0.0009317327,0.0001502744,0.00002249197,0.0001022962,0.000002230725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992115,0.0001940622,0.00009665755,0.00008464674,0.00000491685,0.000005475991,0.0001370435,0.000003817007,0.000261813],"genre_scores_gemma":[0.9997028,0.0000687237,0.00007412824,0.00001667408,0.000004812004,0.000004039658,0.00009698454,8.760176e-7,0.00003095948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002214239,"threshold_uncertainty_score":0.004402757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01382912887946477,"score_gpt":0.2807789006970452,"score_spread":0.2669497718175805,"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."}}