{"id":"W4387080262","doi":"10.1093/clinchem/hvad097.689","title":"B-380 Drift of Freelite on Optilite","year":2023,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Blood groups and transfusion","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Population; Renal function; Retrospective cohort study; Internal medicine; Creatinine","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":[0.0003333777,0.00009012672,0.0003034665,0.00001471051,0.00001928023,0.000002932193,0.00008044751,0.0002053955,0.0002537195],"category_scores_gemma":[0.0003249026,0.00007340724,0.0002294403,0.0001850544,0.0001134432,0.00001171613,0.0000316769,0.0003290644,0.0001353429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000499804,"about_ca_system_score_gemma":0.00003778148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002479491,"about_ca_topic_score_gemma":2.313638e-7,"domain_scores_codex":[0.9989529,0.00001178616,0.0004384845,0.0002525042,0.0001914034,0.0001529855],"domain_scores_gemma":[0.999064,0.0002693558,0.00005542831,0.0004005074,0.00005195572,0.0001587967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002088102,0.003206956,0.650254,0.002719596,0.0004509074,0.0005005786,0.0001774237,0.000009546256,0.2028151,0.0004177793,0.03747439,0.09988563],"study_design_scores_gemma":[0.008293348,0.0009594608,0.5796494,0.001077133,0.0003422065,0.00002797612,0.0001249069,0.0005526004,0.3214901,0.0006630122,0.08645793,0.0003618699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783291,0.00008197413,0.000004919962,0.001328602,0.0001216601,0.00007801505,0.00001402505,0.00009703665,0.01994464],"genre_scores_gemma":[0.9948545,0.0002282677,0.0001075422,0.0003436756,0.000348682,0.000004262148,0.0000616462,0.00001537251,0.004036098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.118675,"threshold_uncertainty_score":0.299346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06268051904214424,"score_gpt":0.3984549578229562,"score_spread":0.335774438780812,"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."}}