{"id":"W2075134155","doi":"10.1016/j.clinbiochem.2004.02.003","title":"Neonatology and Laboratory Medicine","year":2004,"lang":"en","type":"article","venue":"Clinical Biochemistry","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Neonatology; Medicine; Medical laboratory; Intensive care medicine; Pathology; Biology; Pregnancy","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":[0.000305253,0.0001444781,0.0002158242,0.00001335735,0.00004604218,0.000006326101,0.0001679439,0.0003069045,0.00005031711],"category_scores_gemma":[0.0006412257,0.0001267633,0.00005587021,0.00006733248,0.000665852,0.000001221193,0.0001098049,0.0001291937,0.00001611206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001628835,"about_ca_system_score_gemma":0.0001011578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006527336,"about_ca_topic_score_gemma":0.00000329073,"domain_scores_codex":[0.9988686,0.0000358282,0.0003360469,0.0004760771,0.00008671026,0.0001967638],"domain_scores_gemma":[0.999234,0.00002483146,0.00007579294,0.0004055167,0.00006619739,0.0001936667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002348837,0.0003310501,0.04142826,0.0001204541,0.0001846787,0.00002677222,0.00005796753,0.00001005222,0.8948009,0.001263137,0.02715093,0.03439094],"study_design_scores_gemma":[0.006506485,0.0005858318,0.03015147,0.00005320403,0.00009640647,0.00006328017,0.0002913374,0.000002625991,0.5415014,0.003568175,0.4165178,0.0006620038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865547,0.00845663,0.0002662445,0.00159893,0.0002794339,0.0000639605,0.00001329817,0.0000151936,0.002751637],"genre_scores_gemma":[0.9936957,0.002061201,0.0008292997,0.0022376,0.0006138948,0.000007706873,0.00007770608,0.00001571737,0.0004611248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3893669,"threshold_uncertainty_score":0.5169258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251251147833025,"score_gpt":0.3222248694002717,"score_spread":0.3097123579219415,"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."}}