{"id":"W2734777530","doi":"10.1097/brs.0000000000002324","title":"Surgical Treatment of Cervical Radiculopathy","year":2017,"lang":"en","type":"review","venue":"Spine","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"U.S. Food and Drug Administration; Medtronic","keywords":"Medicine; Foraminotomy; Cervical radiculopathy; Anterior cervical discectomy and fusion; Surgery; Adverse effect; Neck pain; Randomized controlled trial; Gold standard (test); Degenerative disc disease; Decompression; Cervical spine; Internal medicine; Lumbar","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":[0.01403868,0.002739923,0.01741345,0.005358411,0.0005847045,0.002760578,0.001925356,0.002343316,0.006526075],"category_scores_gemma":[0.03510208,0.001102735,0.02916387,0.005743168,0.0007586726,0.001589825,0.001040814,0.001795225,0.0004381523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330799,"about_ca_system_score_gemma":0.002540512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003215912,"about_ca_topic_score_gemma":0.005695704,"domain_scores_codex":[0.9852941,0.00689387,0.004718889,0.00147971,0.001320475,0.0002928752],"domain_scores_gemma":[0.9818276,0.01129531,0.005229249,0.0005194857,0.0009427696,0.0001855991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006828249,0.0000550175,0.003111458,0.3825113,0.5972225,0.0000937033,0.00003798197,0.0004041973,0.000240393,0.0001296753,0.0004159984,0.00894946],"study_design_scores_gemma":[0.00497089,0.0007380758,0.003082278,0.0260998,0.9628065,0.0001186091,0.00004083533,0.0001962157,0.000178495,0.0002325697,0.001515719,0.00001990049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01085959,0.9838521,0.001030109,0.0002519504,0.0003223927,0.001933159,0.00106312,0.0000407603,0.000646832],"genre_scores_gemma":[0.3566497,0.6271173,0.004992243,0.001754534,0.0005411475,0.006633283,0.001659934,0.00005443783,0.000597338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01741345,"threshold_uncertainty_score":0.07424456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1510566640343107,"score_gpt":0.4397034587143307,"score_spread":0.28864679468002,"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."}}