{"id":"W4392817199","doi":"10.20944/preprints202403.0755.v1","title":"Autoimmune Hemolytic Anemias","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Blood groups and transfusion","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Canadian Blood Services; University of Toronto","funders":"","keywords":"Autoimmune hemolytic anemia; Medicine; Immunology; Antibody","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":[0.0006509199,0.0007223994,0.001098288,0.001533567,0.0004688031,0.001434334,0.0004507878,0.001001136,0.009703105],"category_scores_gemma":[0.002150803,0.0001745299,0.0007216831,0.001290518,0.0005319366,0.0005126746,0.0007781831,0.001294345,0.005168082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006342884,"about_ca_system_score_gemma":0.0005203709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008623161,"about_ca_topic_score_gemma":0.0004280058,"domain_scores_codex":[0.9991315,0.0001965339,0.0001129372,0.0001051247,0.0002998044,0.000154122],"domain_scores_gemma":[0.9992029,0.0002754914,0.0001832033,0.00006227493,0.0001641087,0.000111981],"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":[0.0006495288,0.0002625857,0.01587418,0.005181134,0.0005126395,0.01157268,0.0004196583,0.0002705021,0.01047948,0.02196626,0.1863281,0.7464833],"study_design_scores_gemma":[0.0001167189,0.0001521995,0.01110166,0.001780169,0.0002436725,0.05059116,0.0001220725,0.0001289927,0.003535678,0.006745321,0.9254493,0.00003318555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02074652,0.8637401,0.007957017,0.005760645,0.002715653,0.000308954,0.002314037,0.0009454911,0.09551151],"genre_scores_gemma":[0.2181126,0.6904215,0.008880663,0.0112562,0.006563884,0.0004554765,0.007541127,0.0001999178,0.05656853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009703105,"threshold_uncertainty_score":0.03246009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09119936968940597,"score_gpt":0.3475389350708763,"score_spread":0.2563395653814703,"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."}}