{"id":"W2076774297","doi":"10.1503/cmaj.1060049","title":"Clinical utility of the Coombs test","year":2006,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coombs test; Test (biology); Medicine; Hemolysis; Immunology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001987581,0.0001904027,0.0007586433,0.00009202168,0.0001606982,0.00003228283,0.0003648321,0.003108582,0.00656105],"category_scores_gemma":[0.03057638,0.0001195365,0.000563952,0.0002374181,0.0002222177,0.00002148175,0.00003143746,0.00710482,0.0001118614],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317184,"about_ca_system_score_gemma":0.007159944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789891,"about_ca_topic_score_gemma":0.006690625,"domain_scores_codex":[0.9954911,0.0003751078,0.001228976,0.0002081815,0.002146136,0.0005504316],"domain_scores_gemma":[0.9947626,0.00259907,0.0006918593,0.0002676553,0.0007183756,0.00096043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001241478,0.00004838712,0.3658864,0.00002754059,0.00004540085,0.0006755993,0.00000340106,2.012371e-8,2.591348e-8,0.00000656498,0.6315002,0.001805189],"study_design_scores_gemma":[0.0005702749,0.00007111966,0.241475,0.0002252921,0.0001160485,0.0002020062,0.000009336718,0.00003236297,5.348862e-7,0.0003184215,0.7568917,0.00008794243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005093771,0.0002871658,0.00001679875,0.9737232,0.001598179,0.0002223327,0.0001830375,0.000011122,0.01886437],"genre_scores_gemma":[0.03000329,0.00014399,0.00005062799,0.9600893,0.006624622,0.000003532429,0.00007695612,0.00002416202,0.002983541],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1253915,"threshold_uncertainty_score":0.9984685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077354076478305,"score_gpt":0.2913594289732951,"score_spread":0.270585888208512,"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."}}