{"id":"W2742190071","doi":"10.1097/bsd.0000000000000554","title":"Novel Angular Measures of Cervical Deformity Account for Upper Cervical Compensation and Sagittal Alignment","year":2017,"lang":"en","type":"article","venue":"Clinical Spine Surgery A Spine Publication","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pelvic tilt; Sagittal plane; Deformity; Surgery; Lordosis; Prospective cohort study; Nuclear medicine; Radiology; 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":[0.002213543,0.000360645,0.0006735425,0.004679254,0.000420865,0.001173022,0.0006142717,0.0003360687,0.00247835],"category_scores_gemma":[0.008793568,0.0002482819,0.0009060204,0.005326493,0.0003196903,0.0008046547,0.0008150393,0.0002541571,0.0004692904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005144603,"about_ca_system_score_gemma":0.0009670141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433252,"about_ca_topic_score_gemma":0.004722341,"domain_scores_codex":[0.9974317,0.0004444036,0.0008091143,0.0006058487,0.0005376075,0.0001713417],"domain_scores_gemma":[0.9891053,0.001945235,0.006370027,0.001151196,0.001178552,0.0002497371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000673597,0.000005047047,0.9970066,0.00006795829,0.00007685555,0.00002415574,0.00002607482,0.00002702967,0.00007099724,0.00001866634,0.0001227137,0.002486659],"study_design_scores_gemma":[0.00001271283,0.00009390977,0.9976502,0.00005668068,0.0001762601,0.0006449264,0.0001461448,0.0001774136,0.0001463441,0.0000272206,0.0008621677,0.000006109138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774293,0.004479157,0.001608502,0.00008802925,0.00003496163,0.0003518953,0.01321723,0.00003795588,0.002753043],"genre_scores_gemma":[0.9885437,0.001007475,0.001204035,0.00004692378,0.00004143687,0.0002724413,0.008655316,0.00001171291,0.0002167913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004679254,"threshold_uncertainty_score":0.01170647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445299509203778,"score_gpt":0.3881072396190757,"score_spread":0.2435772886986979,"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."}}