{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001239517,0.0001831922,0.0003454921,0.00003768527,0.00008068484,0.00005713548,0.0001925692,0.0001039385,0.00237155],"category_scores_gemma":[0.00008588258,0.0001398818,0.0002014875,0.0001870914,0.00004647648,0.0002670827,0.0001086045,0.0004023587,0.000518546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008589448,"about_ca_system_score_gemma":0.00006902328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001745138,"about_ca_topic_score_gemma":0.000009709142,"domain_scores_codex":[0.9986971,0.00006258451,0.0004101774,0.0002437441,0.0002418111,0.0003445643],"domain_scores_gemma":[0.9989585,1.837251e-7,0.000116176,0.0001578725,0.0001226078,0.0006446891],"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":[0.0004672979,0.001348072,0.08257145,0.0002094749,0.0005342026,0.0100904,0.0009625552,0.00002939366,0.4329022,0.003685875,0.28185,0.1853491],"study_design_scores_gemma":[0.003588867,0.004337756,0.9615726,0.0001560357,0.0001484934,0.007005162,0.0001093077,0.002242904,0.001179183,0.0003524495,0.01902268,0.0002845067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740354,0.0003089985,0.004053726,0.01591225,0.0005341775,0.0001137247,0.0000143496,0.0000805009,0.004946875],"genre_scores_gemma":[0.9748658,0.0001533977,0.003622442,0.01962463,0.001534933,0.000001552183,0.00004045535,0.0000160588,0.000140726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8790012,"threshold_uncertainty_score":0.9985404,"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."}}