{"id":"W1997817964","doi":"10.1016/j.jpeds.2004.04.029","title":"Optimal management of phenylketonuria: A centralized expert team is more successful than a decentralized model of care","year":2004,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University; Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Pediatrics","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":[0.0002502047,0.0001588015,0.0003004917,0.00006486005,0.00003844976,0.000007644397,0.0004967408,0.00009387555,0.00001253155],"category_scores_gemma":[0.00002062442,0.0001113621,0.0002254502,0.0001527229,0.00009356577,0.000006497587,0.000105199,0.00009040596,4.587555e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000876641,"about_ca_system_score_gemma":0.0001649154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002725289,"about_ca_topic_score_gemma":0.000003348276,"domain_scores_codex":[0.9986764,0.00005434789,0.0005249375,0.0001199311,0.0003897647,0.0002346587],"domain_scores_gemma":[0.998826,0.000008763302,0.0004963729,0.0003160271,0.0002599554,0.00009284313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01361059,0.003065262,0.0215726,0.003692356,0.001674274,0.00004438743,0.06264576,0.6120012,0.2435571,0.001372208,0.02589473,0.0108695],"study_design_scores_gemma":[0.04241136,0.002720044,0.008841885,0.0003275838,0.005087913,0.0001332062,0.05801808,0.0009293595,0.8678622,0.00196102,0.0100806,0.001626701],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694812,0.02251717,0.007159846,0.0002078723,0.0001592245,0.0001774404,0.00004082651,0.000001965573,0.0002544889],"genre_scores_gemma":[0.94512,0.04377834,0.01077041,0.0001021869,0.0001397411,0.00000186031,0.000009041366,0.0000183253,0.00006005246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6243052,"threshold_uncertainty_score":0.4541214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008008604872677794,"score_gpt":0.2589162816766082,"score_spread":0.2509076768039304,"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."}}