{"id":"W4311693971","doi":"10.1093/pch/pxac075","title":"Resource stewardship and Choosing Wisely in a children’s hospital","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Stewardship (theology); Health care; Likert scale; Resource (disambiguation); Harm; Medical emergency; Nursing; Medical education; Psychology","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":[0.02619927,0.0008580724,0.0005178815,0.001616245,0.005634792,0.005961566,0.002745587,0.001954705,0.004303225],"category_scores_gemma":[0.06220438,0.0005634213,0.0008351901,0.001510168,0.004624173,0.003938659,0.01473561,0.005303072,0.0006717514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0117711,"about_ca_system_score_gemma":0.06956997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442201,"about_ca_topic_score_gemma":0.02926567,"domain_scores_codex":[0.9567764,0.02382467,0.00277393,0.00178199,0.007166928,0.007675997],"domain_scores_gemma":[0.9111117,0.01492645,0.0143277,0.00347946,0.00894912,0.04720558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002378491,0.001183245,0.3469363,0.001796617,0.0002927969,0.002007808,0.02203001,0.003113977,0.001862752,0.01392202,0.1579074,0.4487092],"study_design_scores_gemma":[0.0002538179,0.003993964,0.3613007,0.007172809,0.0002477749,0.002886793,0.09813668,0.004027253,0.009427769,0.01608308,0.4958442,0.0006251342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5165676,0.008220512,0.01818141,0.4084208,0.003241849,0.001290057,0.000448633,0.001298514,0.04233057],"genre_scores_gemma":[0.8903567,0.004847229,0.06876561,0.02793465,0.0007180487,0.0008621274,0.0004014765,0.000220278,0.005893884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02619927,"threshold_uncertainty_score":0.1385566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1733356984162067,"score_gpt":0.4341662726728553,"score_spread":0.2608305742566487,"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."}}