{"id":"W4407036435","doi":"10.1111/ijlh.14432","title":"Whither Hematology Moving Averages?","year":2025,"lang":"en","type":"letter","venue":"International Journal of Laboratory Hematology","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hematology; Internal medicine; Medicine; Medical physics","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":[0.01615101,0.0005596014,0.001030869,0.00108793,0.001516264,0.004295464,0.001335319,0.01033389,0.0116578],"category_scores_gemma":[0.120112,0.0004103722,0.000785401,0.001152478,0.002560059,0.004723047,0.001164236,0.0195805,0.008520531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014389,"about_ca_system_score_gemma":0.002314537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003048025,"about_ca_topic_score_gemma":0.005106716,"domain_scores_codex":[0.9889359,0.005042528,0.001438374,0.001163752,0.003007504,0.0004119595],"domain_scores_gemma":[0.9484539,0.03214466,0.003346282,0.002623383,0.01075807,0.002673678],"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":[0.00006565777,0.00001678032,0.0006878687,0.00006477597,0.00002917858,0.0002931077,0.00006529006,0.00005050611,0.00006109766,0.006179741,0.9487155,0.04377053],"study_design_scores_gemma":[0.0001102993,0.00007394006,0.001436621,0.0005854261,0.00004441528,0.001519067,0.0002967964,0.0004940609,0.0002828016,0.02834207,0.9667463,0.00006831579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000202805,0.003985777,0.0006111799,0.9515983,0.0410167,0.000006973506,0.00005602015,0.00003640802,0.002485933],"genre_scores_gemma":[0.007064544,0.005202894,0.001800622,0.8167314,0.1622116,0.00004243899,0.0000487926,0.0001123011,0.006785423],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01615101,"threshold_uncertainty_score":0.08541572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780738887542691,"score_gpt":0.3718549570360069,"score_spread":0.34404756816058,"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."}}