{"id":"W2921764556","doi":"10.1136/bmjpo-2018-000412","title":"Ultrasound imaging versus palpation method for diagnostic lumbar puncture in neonates and infants: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"BMJ Paediatrics Open","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Palpation; Medicine; Ultrasound; Lumbar puncture; Data extraction; Meta-analysis; Lumbar; Radiology; Confidence interval; MEDLINE; Internal medicine","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":[0.01793099,0.002894484,0.02429532,0.006034617,0.0008085014,0.004336199,0.00236272,0.003345248,0.004459114],"category_scores_gemma":[0.05222275,0.001571617,0.03455634,0.006839656,0.0009847592,0.002544299,0.001721746,0.002364167,0.0003232145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003887177,"about_ca_system_score_gemma":0.004775494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006104195,"about_ca_topic_score_gemma":0.01237957,"domain_scores_codex":[0.9859484,0.006821321,0.00410668,0.001073638,0.001618459,0.0004314831],"domain_scores_gemma":[0.959856,0.03036374,0.006475674,0.0007658614,0.002145535,0.0003930769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002535389,0.00003847993,0.001951308,0.6623656,0.3210694,0.0001111132,0.0001000168,0.0002646593,0.0001492345,0.0001105131,0.0004371598,0.01086716],"study_design_scores_gemma":[0.0008646601,0.0004275289,0.002925741,0.08117481,0.9122626,0.0001089026,0.000084499,0.0001713643,0.000127972,0.0001922848,0.001630244,0.00002933989],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003298547,0.9951161,0.0003198877,0.0001837884,0.0001367116,0.0005256718,0.0002274118,0.00001708517,0.0001748429],"genre_scores_gemma":[0.1305734,0.8618178,0.002350762,0.001085289,0.0003178761,0.00290473,0.0005068112,0.00003289498,0.0004103873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02429532,"threshold_uncertainty_score":0.09482932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035079296582266,"score_gpt":0.4288455519557449,"score_spread":0.3253376222975183,"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."}}