{"id":"W2006888702","doi":"10.1097/01.brs.0000058712.88053.13","title":"Effectiveness of Titanium Mesh Cylindrical Cages in Anterior Column Reconstruction After Thoracic and Lumbar Vertebral Body Resection","year":2003,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"","keywords":"Medicine; Vertebrectomy; Surgery; Lumbar; Cage; Radiography; Sagittal plane; Surgical mesh; Kyphosis; Titanium; Rib cage; Radiology; Hernia; Anatomy; Vertebral body","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":[],"consensus_categories":[],"category_scores_codex":[0.0002594515,0.00009531456,0.0002914846,0.0001293114,0.00002100062,0.00000830973,0.0000140504,0.00007841735,0.00007430765],"category_scores_gemma":[0.00009064585,0.0000827403,0.00004788608,0.0001938109,0.00005373546,0.00008063393,0.00001019496,0.00008470065,0.000004526155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018002,"about_ca_system_score_gemma":0.00003153829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033202,"about_ca_topic_score_gemma":0.0001294577,"domain_scores_codex":[0.9992351,0.0001313495,0.0001921814,0.0002056495,0.0001075347,0.0001281965],"domain_scores_gemma":[0.9997081,0.00002071555,0.00004350114,0.0001226066,0.00004871537,0.00005642835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005557394,0.0004436048,0.9619667,0.0004256465,0.00007143457,0.00007622847,0.00004711733,5.39928e-7,0.03195348,0.0001475299,0.00001236688,0.004299609],"study_design_scores_gemma":[0.00175308,0.0009247231,0.9233205,0.0008247471,0.00006827737,0.0001442993,0.0000443571,0.00002941866,0.07276045,0.00004409279,0.00002039355,0.000065604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973361,0.001234082,0.00002066535,0.00005163482,0.0002043298,0.0004394271,0.000003251484,0.000012247,0.0006982974],"genre_scores_gemma":[0.9990759,0.0003853679,0.0003421266,0.00001820051,0.00002839077,0.0001052107,0.000003468578,0.00001089031,0.00003038509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04080697,"threshold_uncertainty_score":0.3374051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009993684885789,"score_gpt":0.2962868567553411,"score_spread":0.2861869199064832,"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."}}