{"id":"W2053059241","doi":"10.1111/j.1526-4637.2007.00345.x","title":"Radiofrequency Denervation of the Lumbar Zygapophysial Joints—Targeting the Best Practice","year":2007,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cannula; Denervation; Lumbar; Facet (psychology); Radiofrequency ablation; Neurotomy; Pulsed radiofrequency; Surgery; Pain relief; Anatomy; Ablation","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004507017,0.0001287144,0.0002799289,0.00006219474,0.0001070164,0.000002761532,0.0001874596,0.00007872739,0.0001921533],"category_scores_gemma":[0.01014703,0.00006140428,0.0001042914,0.0003800676,0.0003322146,0.00008620868,0.00003675819,0.0003192333,0.00002308318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000499307,"about_ca_system_score_gemma":0.00005502727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003828176,"about_ca_topic_score_gemma":0.00001628423,"domain_scores_codex":[0.9983205,0.0003267396,0.0005216821,0.0001763336,0.000412559,0.0002421462],"domain_scores_gemma":[0.9988078,0.0001962919,0.0002819173,0.0003951668,0.0002525515,0.00006619553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001181091,0.0003910471,0.02151252,0.0003076067,0.0001828372,0.0001024637,0.004894908,0.000003593742,0.8360046,0.004145883,0.06016326,0.0721732],"study_design_scores_gemma":[0.0113851,0.009591004,0.6796521,0.004347155,0.002612868,0.001124841,0.05793828,0.002725142,0.1060036,0.002151876,0.1216661,0.0008019507],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8768802,0.005202136,0.009416969,0.07994839,0.001070956,0.0008446742,0.000001619158,0.00005013401,0.0265849],"genre_scores_gemma":[0.9817641,0.0001934734,0.0009219233,0.01502748,0.001387282,0.000009025438,0.00001380513,0.00001799047,0.0006648626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.730001,"threshold_uncertainty_score":0.9981909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365883957019561,"score_gpt":0.3190752981047971,"score_spread":0.2954164585346015,"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."}}