{"id":"W4400319480","doi":"10.1007/s11916-024-01281-z","title":"A Narrative Review of Ultrasound-Guided and Landmark-based Percutaneous Cryoneurolysis for the Management of Acute and Chronic Pain","year":2024,"lang":"en","type":"review","venue":"Current Pain and Headache Reports","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. National Library of Medicine","keywords":"Medicine; Chronic pain; Pain medicine; Osteoarthritis; Referred pain; Physical therapy; Anesthesia; Anesthesiology","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":[0.0009874635,0.001069785,0.002239326,0.0055644,0.0003771616,0.001347931,0.001141416,0.0009817919,0.006933761],"category_scores_gemma":[0.003683939,0.0003352105,0.001822363,0.004945174,0.0003612825,0.001356711,0.0007219377,0.000912682,0.0007961956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007259917,"about_ca_system_score_gemma":0.003271838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936646,"about_ca_topic_score_gemma":0.003641526,"domain_scores_codex":[0.9993529,0.0001286738,0.0002318622,0.00008462861,0.000170984,0.00003109224],"domain_scores_gemma":[0.9981851,0.001171439,0.0003686368,0.00002588673,0.0002072262,0.00004169777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000131345,0.00005009829,0.0003296827,0.549266,0.0008203299,0.0003369848,0.0002261481,0.000248775,0.0006434807,0.001576193,0.02367686,0.4226942],"study_design_scores_gemma":[0.00008869105,0.0002443277,0.003651556,0.3611731,0.00653743,0.003972027,0.0003389855,0.0001729021,0.0004596694,0.001476996,0.6218264,0.00005804023],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001083274,0.999233,0.0000499822,0.0001196475,0.00008694849,0.00001823252,0.00004797537,0.000003914099,0.0003319889],"genre_scores_gemma":[0.0006254271,0.9988829,0.0001220414,0.0001415902,0.00006846215,0.00001932294,0.00003801705,0.000001126813,0.0001010466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006933761,"threshold_uncertainty_score":0.02319568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04399589822239619,"score_gpt":0.3637414254381078,"score_spread":0.3197455272157116,"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."}}