{"id":"W3028952921","doi":"10.1177/2192568220910707","title":"Lateral Lumbar Interbody Fusion (LLIF): An Update","year":2020,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Decompression; Lumbar; Degenerative disease; Degenerative disc disease; Modalities; Lumbar spine; Surgery; Quality of life (healthcare); Physical therapy; Central nervous system disease","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":[0.0008915119,0.0008504214,0.00140894,0.004646726,0.0003569626,0.001429872,0.001012152,0.001372539,0.002962475],"category_scores_gemma":[0.002522789,0.0002853166,0.0006916925,0.00431956,0.0005725449,0.002140404,0.0006546776,0.001290101,0.0008994276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000710815,"about_ca_system_score_gemma":0.002030674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055064,"about_ca_topic_score_gemma":0.004593883,"domain_scores_codex":[0.9995793,0.00006463672,0.0001352209,0.00005546204,0.0001422688,0.00002314104],"domain_scores_gemma":[0.9983965,0.0007681054,0.0003284949,0.00002392005,0.0004095779,0.00007352787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008591556,0.00006767962,0.0009941873,0.04366542,0.0002188879,0.0005002851,0.0001119299,0.0001941599,0.000458441,0.001343434,0.04396474,0.9083949],"study_design_scores_gemma":[0.00003995407,0.0002240242,0.005957935,0.04887331,0.001436667,0.01033243,0.0003147731,0.0001965789,0.000319026,0.001519447,0.9307389,0.00004700938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001628615,0.9986823,0.00005601249,0.0004114799,0.0002284797,0.000003145586,0.00002638374,0.000005088838,0.0004243171],"genre_scores_gemma":[0.0009574172,0.998052,0.0001660303,0.00028576,0.0003780083,0.000004179478,0.00003713462,0.000001114864,0.0001184198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004646726,"threshold_uncertainty_score":0.009910464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466370729252498,"score_gpt":0.3166382473495225,"score_spread":0.2919745400569975,"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."}}