{"id":"W2912546704","doi":"10.1016/s2213-8587(18)30369-3","title":"Subspecialty training in adult inherited metabolic diseases: a call to action for unmet needs","year":2019,"lang":"en","type":"article","venue":"The Lancet Diabetes & Endocrinology","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital; Centre for Advancing Health Outcomes; Providence Health Care","funders":"","keywords":"Medicine; Subspecialty; Call to action; Life expectancy; Pediatrics; Disease; Family medicine; Incidence (geometry); Population; Gerontology; Pathology; Environmental health","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":[0.01611051,0.001415772,0.002478376,0.001865372,0.005322142,0.007073815,0.004178986,0.04755786,0.06938555],"category_scores_gemma":[0.03647521,0.0008328402,0.003522095,0.001085839,0.005911769,0.0111788,0.01721619,0.03715948,0.008107895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007957393,"about_ca_system_score_gemma":0.05678749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01767666,"about_ca_topic_score_gemma":0.0261984,"domain_scores_codex":[0.9888055,0.002809064,0.0007496813,0.001016669,0.002478224,0.004140846],"domain_scores_gemma":[0.8616222,0.02227675,0.005318926,0.001941455,0.01023032,0.09861034],"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":[0.0001407812,0.0004785688,0.002402844,0.001098276,0.00007983093,0.0004348242,0.0005624744,0.0001861296,0.0004652039,0.005989254,0.9240263,0.06413554],"study_design_scores_gemma":[0.001205288,0.0006319651,0.03513731,0.01060826,0.000173447,0.00123012,0.008377253,0.0007428842,0.0002536974,0.02780933,0.9134876,0.0003429171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007622041,0.01251948,0.0003124062,0.9709188,0.01281866,0.00001585063,0.00008419549,0.00009570773,0.002472697],"genre_scores_gemma":[0.02713111,0.03980811,0.004394484,0.8598253,0.05582033,0.0003953434,0.0005523004,0.0001197112,0.01195334],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06938555,"threshold_uncertainty_score":0.2321178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327728113399367,"score_gpt":0.2840154923967715,"score_spread":0.2607382112627779,"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."}}