{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005492999,0.0005503481,0.008410248,0.000570244,0.00006386332,0.0001999339,0.0003504655,0.0001870559,0.0000510026],"category_scores_gemma":[0.005342371,0.0003491229,0.001127128,0.001209997,0.00002193087,0.0001536141,0.0002194141,0.0002471544,0.00001305403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008692601,"about_ca_system_score_gemma":0.0001474094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007525225,"about_ca_topic_score_gemma":0.00003402963,"domain_scores_codex":[0.9964013,0.0009356668,0.001338521,0.0007158545,0.0003264331,0.0002821965],"domain_scores_gemma":[0.9882188,0.00978146,0.001020418,0.0007404546,0.0001318731,0.0001069708],"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":[0.00001105499,0.00002666816,0.0003144632,0.9569134,0.03224792,0.00003160658,0.00005319611,0.000002829055,2.615716e-9,0.0001146852,0.001358299,0.008925923],"study_design_scores_gemma":[0.0006587682,0.00005215001,0.00009789149,0.0175912,0.9118598,0.00005627204,0.00004630373,0.00009430716,4.116684e-9,0.00005128865,0.06911894,0.0003731183],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.905939e-7,0.9695247,0.001511386,0.0005742327,0.00003354903,0.02820469,0.0000453932,0.00001303794,0.00009275373],"genre_scores_gemma":[0.000004858037,0.9857411,0.006654925,0.001507577,0.00005382756,0.005032466,0.0005083678,0.00005405643,0.0004428018],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9393222,"threshold_uncertainty_score":0.999896,"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."}}