{"id":"W2984052520","doi":"10.1182/blood-2019-121750","title":"Cold Agglutinin Disease Shows Highly Recurrent Gains of Chromosome 3, 12 and 18","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Blood groups and transfusion","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Biology; Molecular biology; Exome sequencing; Exome; Chromosome; Copy-number variation; Genetics; Gene; Mutation","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":[0.00008137769,0.000113874,0.0002615018,0.00005220256,0.00002428797,0.000006076697,0.00004671288,0.00005479473,0.0002356866],"category_scores_gemma":[0.00001705923,0.00009313787,0.00007128993,0.00007576924,0.00004273558,0.0000391116,0.00003008187,0.0001093601,0.00002615797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005548943,"about_ca_system_score_gemma":0.00005372817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001664606,"about_ca_topic_score_gemma":0.0000103988,"domain_scores_codex":[0.9991987,0.00001869635,0.0001891011,0.0002253456,0.0001997293,0.0001684083],"domain_scores_gemma":[0.9994074,0.00003034777,0.00004973447,0.0002626916,0.00003540453,0.0002143856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007181179,0.005361552,0.704792,0.001571056,0.000320374,0.000170991,0.0004832816,9.487417e-7,0.2769028,0.003594343,0.001021521,0.005063061],"study_design_scores_gemma":[0.0297388,0.00332964,0.8501068,0.001487512,0.002108114,0.00007511098,0.0001045157,0.0001583724,0.09422687,0.0001919923,0.01795386,0.0005183941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943752,0.001995389,0.00000394094,0.000326755,0.000140549,0.0004423556,0.000053721,0.00003267275,0.002629469],"genre_scores_gemma":[0.9986596,0.0002887012,0.0001303187,0.0001450602,0.0001052836,0.000009577329,0.0000229778,0.0000173814,0.0006210959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1826759,"threshold_uncertainty_score":0.3798052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805292073035203,"score_gpt":0.2502366318482349,"score_spread":0.2321837111178828,"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."}}