{"id":"W2102142983","doi":"10.2478/jomb-2014-0050","title":"Population-Based Pediatric Reference Intervals in General Clinical Chemistry: A Swedish Survey/Pedijatrijski Referentni Intervali U Opštoj Kliničkoj Hemiji Zasnovani Na Ispitivanju Populacije: Švedsko Ispitivanje","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Biochemistry","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical biochemistry; Hematology; Population; Pediatrics; Internal medicine; Chemistry; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01474279,0.0005465648,0.00201959,0.0001660027,0.00007673991,0.0001003711,0.0009748382,0.00121635,0.001455648],"category_scores_gemma":[0.08579203,0.0004517501,0.0006983774,0.0006565539,0.000222073,0.0002073377,0.0002310152,0.003736387,0.00002952062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003089447,"about_ca_system_score_gemma":0.001580693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002610787,"about_ca_topic_score_gemma":0.00005879548,"domain_scores_codex":[0.9900072,0.001190562,0.004754431,0.0008017171,0.002555677,0.0006904562],"domain_scores_gemma":[0.9884565,0.00530203,0.002524494,0.0008553484,0.0011328,0.001728786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002927217,0.002595193,0.969951,0.001056927,0.0002285656,0.0004351258,0.00003353136,0.00000780037,0.001497813,0.00003869586,0.01001789,0.01121027],"study_design_scores_gemma":[0.04108992,0.003117576,0.9131495,0.004336012,0.001374213,0.0006858106,0.0003990056,0.004756251,0.007113196,0.0003746547,0.02161293,0.001990919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891987,0.0006730256,0.0006432806,0.007835154,0.0009203121,0.0002336587,0.00009912191,0.0000458286,0.000350865],"genre_scores_gemma":[0.9894007,0.0005270243,0.000869445,0.00404886,0.004376354,0.000005721199,0.0003540401,0.0000615967,0.000356232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07104925,"threshold_uncertainty_score":0.9997934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07397554239395467,"score_gpt":0.4270723336170417,"score_spread":0.353096791223087,"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."}}