{"id":"W2917721100","doi":"10.1016/j.wneu.2019.01.248","title":"Effect of Obesity on Radiographic Alignment and Short-Term Complications After Surgical Treatment of Adult Cervical Deformity","year":2019,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"DePuy Synthes Spine; Orthofix; Stryker; National Institutes of Health; NuVasive; Cervical Spine Research Society; Meso Scale Diagnostics; International Society for the Study of the Lumbar Spine; Medtronic; Scoliosis Research Society; U.S. Department of Defense","keywords":"Medicine; Radiography; Deformity; Obesity; Surgery; Term (time); Internal medicine","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":[0.0004838574,0.0002270066,0.0003524,0.0004926776,0.0003301531,0.0004356304,0.0002312885,0.0003484881,0.001505561],"category_scores_gemma":[0.002245874,0.0001199848,0.0007710507,0.0004924942,0.0003631507,0.0003133379,0.0003330196,0.0006151332,0.0001184423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003842648,"about_ca_system_score_gemma":0.0004078681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002677425,"about_ca_topic_score_gemma":0.005422773,"domain_scores_codex":[0.9996071,0.00008962213,0.0000607867,0.00004050379,0.00008669716,0.0001152294],"domain_scores_gemma":[0.9984604,0.0003885762,0.0006126883,0.00004857139,0.0001039395,0.0003857939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01225172,0.001815077,0.9656604,0.0000625672,0.0004416686,0.0009544423,0.0001416929,0.0002068197,0.00194451,0.00004814725,0.0001164915,0.01635648],"study_design_scores_gemma":[0.00002673896,0.002772888,0.9961866,0.000006410451,0.00008506243,0.0004516316,0.0001353455,0.00009279697,0.000139119,0.00001252675,0.00008407632,0.000006800151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994063,0.0002587806,0.00001564135,0.0000228204,0.000009623976,0.000002957333,0.0000297645,0.000001053492,0.0002530829],"genre_scores_gemma":[0.9996581,0.000084923,0.00002640484,0.00001252833,0.00001028055,0.000002041518,0.00005667973,9.295514e-7,0.0001481315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002677425,"threshold_uncertainty_score":0.005323708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134067062125673,"score_gpt":0.2745705715322577,"score_spread":0.2611638653196904,"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."}}