{"id":"W4292394428","doi":"10.1016/j.spinee.2022.06.057","title":"43. Comparison of radiographic adjacent segment pathology at five years following minimally invasive compared to open lumbar 1- to 2-level fusion surgery","year":2022,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Toronto Western Hospital","funders":"","keywords":"Medicine; Lumbar; Radiography; Surgery; Invasive surgery","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":[0.0007829925,0.0002371127,0.0004357903,0.0008639263,0.0003527359,0.0004987954,0.0003798523,0.0006545204,0.004219844],"category_scores_gemma":[0.002735599,0.0001170335,0.001209419,0.0006860929,0.0002678807,0.0006851021,0.0005941574,0.0004374447,0.0005149811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677992,"about_ca_system_score_gemma":0.0004158427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008080988,"about_ca_topic_score_gemma":0.009211994,"domain_scores_codex":[0.9995074,0.00007808774,0.00005218485,0.00007695405,0.0001137535,0.0001715883],"domain_scores_gemma":[0.9979442,0.0004625542,0.0007385983,0.00009613072,0.0003980865,0.0003604275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01529856,0.0006887504,0.9566451,0.0001009711,0.0004754078,0.0005971387,0.0002028047,0.0002938636,0.003862347,0.00008335114,0.0006116326,0.02114021],"study_design_scores_gemma":[0.00003628782,0.002088718,0.9969712,0.000007717036,0.0001173284,0.0001397437,0.0001537751,0.00007075445,0.0002422227,0.00001878803,0.0001440732,0.000009337587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997743,0.0002814721,0.0000982828,0.00004003435,0.00003765795,0.00001426305,0.0008437178,0.000007864315,0.0009337044],"genre_scores_gemma":[0.998749,0.00006897972,0.00005143237,0.00002381103,0.00001172977,0.000008216646,0.0004750005,0.000001435777,0.0006102481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008080988,"threshold_uncertainty_score":0.01606792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07707542671258888,"score_gpt":0.3433216077195507,"score_spread":0.2662461810069618,"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."}}