{"id":"W4292280828","doi":"10.1016/j.spinee.2022.07.004","title":"P48. Mechanisms of lumbar spine ‘flattening’ in adult spinal deformity: defining changes in shape that occur relative to a normative population","year":2022,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Spinal deformity; Flattening; Normative; Deformity; Lumbar spine; Anatomy; Lumbar; SPINE (molecular biology); Population; Orthodontics; Surgery; Bioinformatics; Environmental health","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":[0.0004082649,0.0003357239,0.0002452112,0.00080454,0.0004253133,0.0009816595,0.0007841132,0.001344746,0.02911616],"category_scores_gemma":[0.002043661,0.0002035973,0.0003701963,0.0005870028,0.001719961,0.0009013853,0.0005326574,0.0008527068,0.003736393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002737248,"about_ca_system_score_gemma":0.0002705091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693215,"about_ca_topic_score_gemma":0.001247791,"domain_scores_codex":[0.9998129,0.00002386164,0.00001226775,0.00004326005,0.00008865565,0.00001905452],"domain_scores_gemma":[0.9993883,0.00020231,0.0001414755,0.00006702399,0.0001417893,0.00005895395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002463216,0.0003276806,0.219599,0.0009081577,0.0001410309,0.01112947,0.002736373,0.0009581511,0.02303193,0.02561688,0.1208168,0.5922713],"study_design_scores_gemma":[0.0002819352,0.001806782,0.7674926,0.0006528213,0.00007932218,0.07787172,0.002116811,0.00259687,0.007888614,0.0394392,0.09969303,0.00008030421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6714725,0.03369561,0.01714332,0.04303901,0.005691035,0.0004040096,0.002552594,0.0005216225,0.2254804],"genre_scores_gemma":[0.9556887,0.005008914,0.003630612,0.0020175,0.001197909,0.0001425213,0.0003967265,0.00007469668,0.03184248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02911616,"threshold_uncertainty_score":0.09740323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087860591060645,"score_gpt":0.3033530341403874,"score_spread":0.272474428229781,"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."}}