{"id":"W2178480326","doi":"10.2106/jbjs.m.00022","title":"Using Evidence to Improve Care","year":2013,"lang":"en","type":"letter","venue":"Journal of Bone and Joint Surgery","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Osteomyelitis; Medicine; Intensive care medicine; Guideline; Antibiotics; Randomized controlled trial; Surgery; Pathology","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":[0.04644093,0.002676845,0.00493277,0.009432608,0.00366438,0.01171419,0.01029289,0.03821057,0.03458594],"category_scores_gemma":[0.3183213,0.00200395,0.004596256,0.007670962,0.008040673,0.01128271,0.006996629,0.03663635,0.008732026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02232529,"about_ca_system_score_gemma":0.05155227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569952,"about_ca_topic_score_gemma":0.01542524,"domain_scores_codex":[0.9267151,0.03176619,0.009419821,0.004115966,0.02523178,0.002751161],"domain_scores_gemma":[0.5912089,0.2941433,0.01497093,0.007241179,0.08087054,0.01156504],"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":[0.00003993627,0.00001694059,0.00005636629,0.01137915,0.0001394732,0.0001376435,0.0002015471,0.0001378316,0.00003390013,0.008736871,0.9408708,0.03824947],"study_design_scores_gemma":[0.0001415052,0.00004264068,0.0001970549,0.1110459,0.0002304014,0.0002934411,0.0002010421,0.0001742869,0.00009389483,0.01751228,0.8700101,0.00005751588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005853529,0.08256263,0.00088394,0.7590781,0.1468775,0.0002592201,0.000493301,0.0001070584,0.009679698],"genre_scores_gemma":[0.003637287,0.0705165,0.002957306,0.8046244,0.1122738,0.0006719724,0.0004160987,0.0001081422,0.004794506],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04644093,"threshold_uncertainty_score":0.2456061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4373248648534195,"score_gpt":0.4672184877817899,"score_spread":0.02989362292837039,"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."}}