{"id":"W4405679820","doi":"10.1111/ijlh.14411","title":"Clinical Applications of Bone Marrow <scp>CD34</scp> Immunohistochemistry (<scp>BM CD34 IHC</scp>) Assay: International Council for Standardization in Hematology (<scp>ICSH</scp>) Guidelines","year":2024,"lang":"en","type":"review","venue":"International Journal of Laboratory Hematology","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"Agilent Technologies","keywords":"Medicine; CD34; Immunohistochemistry; Hematopathology; Pathology; Bone marrow; Hematology; Internal medicine; Biology; Cytogenetics","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":[0.02466873,0.0008265545,0.001189309,0.006153044,0.0006185321,0.003188981,0.002050003,0.002235362,0.002571113],"category_scores_gemma":[0.04742092,0.0004069116,0.001851812,0.004709671,0.001813589,0.001694815,0.001704455,0.001427094,0.002085259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002116147,"about_ca_system_score_gemma":0.008021819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003269026,"about_ca_topic_score_gemma":0.004042812,"domain_scores_codex":[0.9666436,0.01130147,0.008738953,0.001804787,0.0108515,0.0006596957],"domain_scores_gemma":[0.9292873,0.02809737,0.01116156,0.001916908,0.02876301,0.0007737511],"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":[0.0003532998,0.0001330748,0.01873682,0.05018761,0.0003825169,0.001144498,0.0007325173,0.0005498775,0.006270161,0.004570862,0.07165642,0.8452824],"study_design_scores_gemma":[0.0001076471,0.000605733,0.03520813,0.1031544,0.001533017,0.006075279,0.001632107,0.0005714659,0.01252038,0.008364617,0.8300914,0.0001358792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01248105,0.9075175,0.0186065,0.02734761,0.002985348,0.001273831,0.002780362,0.0003334075,0.02667432],"genre_scores_gemma":[0.104172,0.7836012,0.07794554,0.0181332,0.002679124,0.002702805,0.006631229,0.0002708617,0.003864083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02466873,"threshold_uncertainty_score":0.1304622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086954899791321,"score_gpt":0.4308298807596651,"score_spread":0.3221343907805329,"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."}}