{"id":"W4394748660","doi":"10.3390/ijms25084296","title":"Autoimmune Hemolytic Anemias: Classifications, Pathophysiology, Diagnoses and Management","year":2024,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Blood groups and transfusion","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Canadian Blood Services; University of Toronto","funders":"","keywords":"Autoimmune hemolytic anemia; Immunology; Cold Agglutinin; Autoantibody; Antibody; Medicine; Monoclonal antibody; Cold agglutinin disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002611272,0.00005856622,0.00009653699,0.0002298336,0.00003874657,0.00008172001,0.0001607914,0.00002484451,0.0000252038],"category_scores_gemma":[0.00002225333,0.00004093501,0.00006964053,0.0001431967,0.0001623094,0.0001210076,0.0000333899,0.0001012358,0.000005270438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002136418,"about_ca_system_score_gemma":0.00006002884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004915253,"about_ca_topic_score_gemma":4.564374e-7,"domain_scores_codex":[0.9991863,0.00001834721,0.0002085668,0.0001249269,0.0003882291,0.00007360378],"domain_scores_gemma":[0.9997076,0.00004517701,0.00005193796,0.00005203019,0.0000984675,0.00004481513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002109544,0.000595518,0.004368867,0.0002724927,0.001053847,0.01043058,0.0007697495,0.0001595299,0.3415128,0.0959135,0.001657606,0.5430546],"study_design_scores_gemma":[0.008383165,0.005254671,0.647396,0.009442389,0.001892985,0.01950782,0.003909437,0.01567301,0.1042708,0.08813383,0.09500881,0.001127001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970151,0.01286706,0.002620167,0.01207912,0.0007802984,0.00008352977,0.000002391426,0.00001535734,0.001401059],"genre_scores_gemma":[0.9915541,0.004510442,0.003244539,0.0005419514,0.0000774063,0.000002306774,0.000001527726,0.000004077426,0.00006364783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6430272,"threshold_uncertainty_score":0.1669281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130800768392302,"score_gpt":0.2977179447499331,"score_spread":0.2846378679107029,"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."}}