{"id":"W2464919189","doi":"10.1212/cpj.0000000000000265","title":"Ultrasound guidance for lumbar puncture","year":2016,"lang":"en","type":"review","venue":"Neurology Clinical Practice","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Ultrasound; Medicine; Lumbar; Lumbar puncture; Radiology; Lumbar spine; Ultrasound imaging; 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":[0.001331813,0.001540374,0.002576611,0.007114652,0.0004205763,0.001899309,0.001625558,0.001662458,0.009256418],"category_scores_gemma":[0.006798639,0.0004140253,0.001522274,0.004266209,0.0009264555,0.002192006,0.0009219707,0.001722316,0.005165751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008901924,"about_ca_system_score_gemma":0.002696161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005241,"about_ca_topic_score_gemma":0.002654676,"domain_scores_codex":[0.9983155,0.0003521786,0.000379805,0.0002339117,0.0006502084,0.00006844739],"domain_scores_gemma":[0.9970447,0.001499006,0.0006209703,0.00007057042,0.0006707468,0.00009399807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006919606,0.00004278066,0.0006651653,0.10075,0.0003708151,0.0007354014,0.00009647282,0.0002373929,0.0007184515,0.001336675,0.03794443,0.8570331],"study_design_scores_gemma":[0.00007105072,0.0001758702,0.005293369,0.1196608,0.001316695,0.02346286,0.0002953093,0.000236169,0.0007983721,0.002644573,0.8459705,0.00007450618],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005812993,0.9988437,0.0001019971,0.0001764368,0.000221044,0.000007894689,0.00001666051,0.000006905685,0.0005672231],"genre_scores_gemma":[0.0009275886,0.9979073,0.0002943593,0.0002824235,0.0003203438,0.00001156338,0.00003318709,0.000003479927,0.0002198154],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009256418,"threshold_uncertainty_score":0.03096581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1551851663095352,"score_gpt":0.5204763618069669,"score_spread":0.3652911954974317,"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."}}