{"id":"W4383561170","doi":"10.14740/jh958","title":"Sickle Cell Trait: Is It Always Benign?","year":2023,"lang":"en","type":"article","venue":"Journal of Hematology","topic":"Bone and Joint Diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemoglobinopathy; Hemoglobin electrophoresis; Asymptomatic; Sickle cell trait; Sickle cell anemia; Hemolysis; Disease; Vaso-occlusive crisis; Internal medicine; Pathology; Anemia; Pediatrics; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001697757,0.00009008997,0.0004666526,0.0002111588,0.00003495115,0.000005803099,0.00007289618,0.0000880659,0.001170618],"category_scores_gemma":[0.00008045207,0.00006840707,0.0002284288,0.0001873558,0.00004518647,0.00005877981,0.00002164017,0.0002060331,0.0004084615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001453001,"about_ca_system_score_gemma":0.0001518975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003869291,"about_ca_topic_score_gemma":0.000002190225,"domain_scores_codex":[0.9990348,0.00002844655,0.0004267742,0.0000919255,0.0002002639,0.0002177584],"domain_scores_gemma":[0.9992638,0.000105241,0.000196829,0.0001336407,0.000116301,0.0001842194],"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":[0.0002875959,0.0003540177,0.00891388,0.0002453832,0.0001434533,0.004650366,0.001127171,0.000003276023,0.006689157,0.0006445488,0.9755138,0.001427356],"study_design_scores_gemma":[0.01919587,0.005666471,0.06912773,0.001039515,0.002197293,0.0485431,0.0121658,0.0005597429,0.1525514,0.0128082,0.6752427,0.0009021016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615608,0.001020485,0.00005576744,0.02736761,0.0003139611,0.00008262153,0.000008581755,0.00003078624,0.009559423],"genre_scores_gemma":[0.9931718,0.0001695766,0.0003225822,0.003808112,0.0001910728,0.000001298831,0.000003465281,0.00001590006,0.00231619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3002711,"threshold_uncertainty_score":0.9997424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03483014585781885,"score_gpt":0.312180820269391,"score_spread":0.2773506744115721,"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."}}