{"id":"W107934164","doi":"10.1213/ane.0b013e31828f5ee4","title":"Is Ultrasound Guidance Advantageous for Interventional Pain Management? A Systematic Review of Chronic Pain Outcomes","year":2013,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Pain Management and Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Western Hospital","funders":"","keywords":"Medicine; Interventional pain management; Chronic pain; Randomized controlled trial; Physical therapy; Intensive care medicine; Medical physics; Surgery","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":[0.004575917,0.000864207,0.005069481,0.0004068231,0.00008322352,0.00004070278,0.0005270279,0.0002012458,0.0004429913],"category_scores_gemma":[0.0003899908,0.0005993648,0.00291988,0.0004529771,0.00008303935,0.00008913584,0.00004705397,0.0001778668,0.000209812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004289701,"about_ca_system_score_gemma":0.0001236934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001284199,"about_ca_topic_score_gemma":0.000002270977,"domain_scores_codex":[0.9947706,0.001191655,0.002152028,0.0007239484,0.0006386873,0.000523114],"domain_scores_gemma":[0.995533,0.001341335,0.001543015,0.001262341,0.000171158,0.0001491089],"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":[0.000005004641,0.0004320262,0.000128411,0.8991427,0.00394315,0.0002506119,0.000007798507,3.217347e-8,2.3132e-8,0.0007582369,0.01714816,0.07818382],"study_design_scores_gemma":[0.0004697284,0.0004332823,0.00004843172,0.6294365,0.0142716,0.0001528993,0.00001840349,0.00001709365,1.199691e-7,0.00007500765,0.3547422,0.0003346775],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.520732e-7,0.9841309,0.002177658,0.000567845,0.00003086082,0.01272958,0.00001657786,0.00007796916,0.0002676192],"genre_scores_gemma":[0.00001217452,0.978156,0.001437961,0.002053604,0.00007391205,0.004882769,0.0007149862,0.0001162055,0.01255241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3375941,"threshold_uncertainty_score":0.9996458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0295952728198254,"score_gpt":0.3394334843773797,"score_spread":0.3098382115575543,"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."}}