{"id":"W4280574540","doi":"10.1159/000524994","title":"Treatment Practices and Confidence in the Management of Pediatric Metabolic Bone Disorders","year":2022,"lang":"en","type":"article","venue":"Hormone Research in Paediatrics","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Confidence interval; Pediatrics; Endocrine system; Bone mineral; Internal medicine; Family medicine; Osteoporosis; Hormone","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005998087,0.0001311677,0.0003329335,0.00120749,0.0002298295,0.00002781797,0.0002505106,0.00005465053,0.00002544706],"category_scores_gemma":[0.0002679718,0.00009605082,0.00005386036,0.003849785,0.0001368481,0.0001005123,0.0003307683,0.000946197,0.000006917992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002164993,"about_ca_system_score_gemma":0.0004415585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293703,"about_ca_topic_score_gemma":0.0001681302,"domain_scores_codex":[0.9954512,0.0009951021,0.0004901811,0.0003846084,0.001929087,0.0007498161],"domain_scores_gemma":[0.9978955,0.001204228,0.0001733534,0.0004471086,0.00009115072,0.000188612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003965514,0.007055832,0.8410336,0.002046046,0.000126593,0.002355436,0.006674295,0.00006746097,0.0002093402,0.01106003,0.005521405,0.1198844],"study_design_scores_gemma":[0.007064631,0.00389998,0.9330893,0.00001112061,0.0001261507,0.00008589429,0.01667263,0.0005007602,0.00001980309,0.001347696,0.03699715,0.0001848769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8736035,0.1147204,0.000002094794,0.007442561,0.00003687225,0.00199634,0.00001624566,0.000008850499,0.002173149],"genre_scores_gemma":[0.7549763,0.243887,0.0001836169,0.00004464799,0.00007604135,0.000675532,0.00001091036,0.00001255191,0.0001333666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1291665,"threshold_uncertainty_score":0.4110808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038019705407069,"score_gpt":0.4244544129382647,"score_spread":0.3206524423975578,"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."}}