{"id":"W4292121775","doi":"10.1136/archdischild-2022-rcpch.320","title":"597 Organization and provision of services for better management of inborn errors of metabolism","year":2022,"lang":"en","type":"article","venue":"","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Workforce; Multidisciplinary approach; Newborn screening; Medicine; Multidisciplinary team; Population; Inborn error of metabolism; Business; Medical emergency; Pediatrics; Nursing; Environmental health; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003190578,0.0002418719,0.0003169886,0.001547062,0.0006850368,0.002284769,0.0008451734,0.001969116,0.03684939],"category_scores_gemma":[0.01694793,0.000221981,0.0006572079,0.001888608,0.0005651878,0.002185839,0.00216952,0.001277787,0.008888902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0040104,"about_ca_system_score_gemma":0.01297623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01788192,"about_ca_topic_score_gemma":0.02416006,"domain_scores_codex":[0.995193,0.002011353,0.0006286334,0.0002234265,0.001265536,0.0006781091],"domain_scores_gemma":[0.988181,0.003621956,0.001686034,0.0002486377,0.004675764,0.001586667],"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":[0.00006153095,0.00007843074,0.007933362,0.01142716,0.00006226534,0.0007484671,0.001834155,0.0002847854,0.0004208014,0.01233156,0.5596669,0.4051507],"study_design_scores_gemma":[0.00001658343,0.0000782151,0.0142962,0.01645894,0.00003400954,0.0008004561,0.002569807,0.0001314702,0.0002663033,0.001530876,0.9637963,0.00002086881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01911062,0.249915,0.005120879,0.3639344,0.01630827,0.0007359753,0.004367595,0.0006468734,0.3398604],"genre_scores_gemma":[0.2166695,0.5673012,0.0205477,0.09354418,0.0112099,0.000919271,0.006401247,0.0003678082,0.0830392],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03684939,"threshold_uncertainty_score":0.1232734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003055970621251335,"score_gpt":0.2056679073168458,"score_spread":0.2026119366955945,"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."}}