{"id":"W4389248748","doi":"10.1182/blood-2023-189159","title":"Obstetrical Use of Intravenous Immunoglobulin at a Tertiary Care Canadian Center: A 14-Year Retrospective Study","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Blood Services; Canadian Electricity Association; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pregnancy; Retrospective cohort study; Off-label use; Cohort; Pediatrics; Dosing; Emergency medicine; Family medicine; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0014236,0.0004270815,0.0006229087,0.002993254,0.003039574,0.001757167,0.001954561,0.0007885732,0.001567184],"category_scores_gemma":[0.003904799,0.0008295287,0.0008498176,0.00840344,0.001072188,0.0007254018,0.001512091,0.0009345261,0.0002610559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02179019,"about_ca_system_score_gemma":0.02808188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9315571,"about_ca_topic_score_gemma":0.9278373,"domain_scores_codex":[0.9970944,0.0001886824,0.000317768,0.0005884284,0.001073184,0.0007375852],"domain_scores_gemma":[0.9938829,0.0004175969,0.002773533,0.0003051452,0.00173248,0.0008883201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002161493,0.00001467964,0.9988319,0.00002342302,0.00002827077,0.00007308969,0.0002635323,0.00002069778,0.00003567084,0.00001950658,0.0001990728,0.0004685025],"study_design_scores_gemma":[0.000004845473,0.00003329509,0.9982594,0.00004172319,0.00002898751,0.0001493653,0.001010982,0.0001107345,0.00002106926,0.000006316242,0.0003249868,0.000008286184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993286,0.0006340681,0.00008634607,0.0001675368,0.000007886052,0.0001238239,0.004067032,0.000009304154,0.001617907],"genre_scores_gemma":[0.9970235,0.0007319342,0.0001814763,0.0001701919,0.000009934484,0.00005709654,0.001648527,0.000004729189,0.0001726219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9315571,"threshold_uncertainty_score":0.1580997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337724708159287,"score_gpt":0.2389596686607786,"score_spread":0.2255824215791857,"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."}}