{"id":"W4306773725","doi":"10.1177/21925682221134913","title":"Biomechanical Comparison of Subsidence Between Patient-Specific and Non-Patient-Specific Lumbar Interbody Fusion Cages","year":2022,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Cadaveric spasm; Medicine; Cage; Stiffness; Lumbar; Orthodontics; Biomedical engineering; Surgery; Materials science; Composite material; Structural engineering","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":[0.0002339794,0.0002331357,0.0006851374,0.0001862505,0.0002503353,0.00003060846,0.0002325816,0.00009509455,0.001106286],"category_scores_gemma":[0.00004529937,0.0002017631,0.0002168165,0.0004304084,0.0001575234,0.0001333372,0.0004894461,0.0006239418,0.00002305312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002547471,"about_ca_system_score_gemma":0.00006100134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004187088,"about_ca_topic_score_gemma":0.000006409885,"domain_scores_codex":[0.9975495,0.0001398786,0.0009482212,0.0003504037,0.000619813,0.000392239],"domain_scores_gemma":[0.998827,0.000004001915,0.000440388,0.0002694865,0.0001599125,0.0002992331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002647283,0.00164333,0.1921396,0.0001119694,0.0002473369,0.0008335964,0.001835311,0.00001766565,0.3273526,0.0005910157,0.06969947,0.4052634],"study_design_scores_gemma":[0.002839991,0.01301375,0.9559764,0.0002957348,0.0001169152,0.002682468,0.003890091,0.0002906221,0.008764701,0.0002913286,0.01148888,0.0003491411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906489,0.004518156,0.002397737,0.000650043,0.0008314607,0.0002651414,0.00007851611,0.00002408448,0.0005859768],"genre_scores_gemma":[0.9973415,0.0004037664,0.001711668,0.0002050425,0.0002451826,0.00000816262,0.00004258416,0.0000165634,0.00002556532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7638367,"threshold_uncertainty_score":0.9998068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888253383390214,"score_gpt":0.3150256023432695,"score_spread":0.2861430685093673,"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."}}