{"id":"W2803709064","doi":"10.1136/bmj.k1920","title":"Atraumatic (pencil-point) versus conventional needles for lumbar puncture: a clinical practice guideline","year":2018,"lang":"en","type":"article","venue":"BMJ","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université Laval; McGill University; Impact; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; University Health Network; University of Toronto; Université de Sherbrooke; McMaster University","funders":"","keywords":"Medicine; Lumbar puncture; Guideline; Lumbar; Trustworthiness; Surgery; Computer science; 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":[0.0133045,0.001283258,0.003540094,0.004708924,0.001401562,0.003594876,0.005010444,0.010767,0.0189747],"category_scores_gemma":[0.07823333,0.001163921,0.005532389,0.004374716,0.001313455,0.004257968,0.002073777,0.007240167,0.009050952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005390174,"about_ca_system_score_gemma":0.01258541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02628983,"about_ca_topic_score_gemma":0.05934669,"domain_scores_codex":[0.9846912,0.005651209,0.005356576,0.0006352395,0.003265215,0.0004006035],"domain_scores_gemma":[0.9615935,0.02122566,0.004108742,0.0006887134,0.01132369,0.001059743],"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":[0.00030183,0.0001293449,0.0007046612,0.08451861,0.0007840403,0.0003305995,0.0004891444,0.0004041505,0.0004875553,0.005182005,0.6165621,0.2901061],"study_design_scores_gemma":[0.001333982,0.0002056011,0.003250936,0.3727773,0.002049583,0.0004904381,0.0004105924,0.0005432128,0.0003589736,0.01458732,0.603856,0.0001361317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002246399,0.6027524,0.009734551,0.30188,0.0168664,0.008470589,0.01020919,0.0006788282,0.04716154],"genre_scores_gemma":[0.01671617,0.6838005,0.09531478,0.15735,0.007064643,0.01255588,0.008002408,0.0003576361,0.01883805],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02628983,"threshold_uncertainty_score":0.07036179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253138197964453,"score_gpt":0.4685707120568889,"score_spread":0.3432568922604436,"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."}}