{"id":"W4230437595","doi":"10.1097/brs.0000000000003512","title":"Evidence-Based Recommendations for Spine Surgery","year":2020,"lang":"en","type":"review","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of Calgary; University of British Columbia","funders":"","keywords":"Medicine; Decompression; Spinal surgery; Lumbar; Teriparatide; Surgery; Lumbar spine; Arthroplasty; Physical therapy; Osteoporosis","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":[0.02417153,0.002618509,0.006283605,0.0135849,0.001334036,0.006232322,0.007106263,0.01118761,0.02425196],"category_scores_gemma":[0.1390052,0.001909954,0.007996134,0.009741346,0.001532856,0.006437175,0.004236165,0.007910771,0.00867198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006660884,"about_ca_system_score_gemma":0.02158055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008717213,"about_ca_topic_score_gemma":0.01325723,"domain_scores_codex":[0.9722244,0.00973163,0.009153701,0.0009133171,0.007278843,0.000697995],"domain_scores_gemma":[0.9168988,0.04212893,0.01377966,0.001763271,0.02408142,0.001347968],"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":[0.0001733549,0.00009063312,0.0003845097,0.3856117,0.002361512,0.0001716743,0.0004572582,0.000445438,0.0003535243,0.005309081,0.2992837,0.3053577],"study_design_scores_gemma":[0.0002366443,0.00004920835,0.0006022574,0.5654328,0.002593646,0.0001503715,0.0001966292,0.0001663651,0.0001109087,0.005912364,0.4244818,0.00006701302],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004557327,0.824016,0.004826844,0.09147584,0.05532371,0.005320051,0.003918923,0.0003396585,0.0143232],"genre_scores_gemma":[0.005183935,0.8860054,0.03031557,0.05537206,0.007170732,0.005328327,0.004122135,0.0001248746,0.006376975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02425196,"threshold_uncertainty_score":0.1278328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4034844502104544,"score_gpt":0.4535822707569897,"score_spread":0.05009782054653533,"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."}}