{"id":"W2077390596","doi":"10.1097/01.brs.0000180476.08010.c1","title":"Experience With Combined Video-Assisted Thoracoscopic Surgery (VATS) Anterior Spinal Release and Posterior Spinal Fusion in Scheuermann’s Kyphosis","year":2005,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Kyphosis; Surgery; Spinal fusion; Deformity; Thoracoscopy; Radiography","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":[0.001061926,0.0005093657,0.0004546237,0.001049192,0.0007147027,0.0004613657,0.0005570786,0.000698294,0.003235188],"category_scores_gemma":[0.002630448,0.0004598811,0.001356721,0.001001703,0.0005344353,0.0006662507,0.0008301233,0.0006029038,0.0005321035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009044761,"about_ca_system_score_gemma":0.0006779669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00237585,"about_ca_topic_score_gemma":0.004655366,"domain_scores_codex":[0.9986537,0.000349478,0.0001715364,0.0002366351,0.0002506916,0.00033791],"domain_scores_gemma":[0.9988602,0.0003520191,0.0002956159,0.00009354446,0.00008106066,0.0003175158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001981657,0.002631574,0.9176762,0.0002118779,0.0005033151,0.01578982,0.001209074,0.0004622709,0.004073823,0.0001259697,0.0005441862,0.05479037],"study_design_scores_gemma":[0.0005469248,0.02465509,0.8262869,0.0001241333,0.0004185459,0.1392442,0.001423025,0.0008202745,0.002435252,0.0001177028,0.003834728,0.00009317297],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966389,0.00161728,0.0003423114,0.00005689805,0.00002752342,0.00003855662,0.00008047568,0.000009089356,0.001188866],"genre_scores_gemma":[0.9980789,0.0008631533,0.0003079026,0.00007215032,0.0000649974,0.00003603316,0.0001909832,0.00000442702,0.0003814489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003235188,"threshold_uncertainty_score":0.01082277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574601570475943,"score_gpt":0.3111944994017056,"score_spread":0.2854484836969462,"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."}}