{"id":"W4409188197","doi":"10.1002/9781119706687.ch17","title":"Acquired haemolytic anaemias","year":2025,"lang":"en","type":"other","venue":"","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Biology","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":[0.0003420745,0.000446299,0.0006116125,0.001031048,0.0006105123,0.0008523762,0.000337613,0.0006392048,0.01584222],"category_scores_gemma":[0.001284853,0.0001051481,0.0003814051,0.001310111,0.0004404776,0.0003612544,0.000680046,0.0009405839,0.005194917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005212523,"about_ca_system_score_gemma":0.0005279711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952375,"about_ca_topic_score_gemma":0.001696312,"domain_scores_codex":[0.9994881,0.00008738964,0.00005735232,0.00004195773,0.0002176424,0.0001075447],"domain_scores_gemma":[0.9994493,0.0001073396,0.0001621381,0.00002891129,0.0001504902,0.0001017669],"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":[0.0005441011,0.0003376809,0.05477181,0.002815067,0.0002279007,0.03281627,0.001075931,0.0002689392,0.007488651,0.03552021,0.2578669,0.6062665],"study_design_scores_gemma":[0.00007527071,0.0002028019,0.03176517,0.001380275,0.00009039,0.1077054,0.0002372568,0.0001652029,0.00150741,0.006311392,0.8505313,0.00002817388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06840393,0.3609231,0.008186906,0.006694562,0.00243117,0.0005569485,0.004216522,0.0008360389,0.5477508],"genre_scores_gemma":[0.4956029,0.1953142,0.01009944,0.01220302,0.003169614,0.0003928661,0.007507788,0.0002221809,0.2754879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01584222,"threshold_uncertainty_score":0.05299753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00949324346042264,"score_gpt":0.2611373657776472,"score_spread":0.2516441223172246,"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."}}