{"id":"W2975147363","doi":"10.1093/pch/pxz113","title":"Preparedness to practice paediatric hospital medicine","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Subspecialty; Preparedness; Medicine; Curriculum; Medical education; Family medicine; Certification; Nursing; Population; Delphi method; Psychology; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004511561,0.0001399887,0.0001225395,0.0004563783,0.001905284,0.001792234,0.001314075,0.001149054,0.01258154],"category_scores_gemma":[0.02873176,0.0002143087,0.0003162463,0.0004284839,0.002072803,0.001045788,0.003451074,0.002573851,0.001384367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003326213,"about_ca_system_score_gemma":0.02073779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01647488,"about_ca_topic_score_gemma":0.02466952,"domain_scores_codex":[0.9955493,0.00129848,0.0002925557,0.0002621465,0.001773025,0.0008244562],"domain_scores_gemma":[0.9631052,0.004661907,0.007692887,0.0008422479,0.004579457,0.01911821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008088172,0.0003616514,0.7248464,0.001374252,0.00006472821,0.004196537,0.07553497,0.0008584786,0.004449978,0.003682261,0.05209024,0.1324597],"study_design_scores_gemma":[0.00002795393,0.0005768999,0.6380913,0.001664882,0.00002187213,0.009677619,0.1190248,0.0003484004,0.0008575452,0.001879292,0.2277382,0.00009123165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8655699,0.003666892,0.002261854,0.06920386,0.000878737,0.0004485764,0.0004178238,0.0001817293,0.0573706],"genre_scores_gemma":[0.9870449,0.001802665,0.002377575,0.004864473,0.0001457081,0.00008207679,0.0002009646,0.00001531601,0.003466419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01647488,"threshold_uncertainty_score":0.04208952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008881686617321716,"score_gpt":0.308261584479223,"score_spread":0.2993798978619013,"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."}}