{"id":"W4401657209","doi":"10.1016/j.spinee.2024.06.146","title":"P124. Does social deprivation index (SDI) portend predictive value of perioperative outcomes after adult spinal deformity (ASD) surgery?","year":2024,"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; Perioperative; Predictive value; Social deprivation; Index (typography); Value (mathematics); Surgery; Deformity; Internal medicine; Statistics","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":[0.0008177562,0.00027773,0.0004454492,0.000468281,0.00038413,0.0007411516,0.0007962143,0.001037132,0.01018444],"category_scores_gemma":[0.01098407,0.000107029,0.001141494,0.0009915535,0.0004906434,0.0009948446,0.0004564936,0.001462065,0.001226708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339897,"about_ca_system_score_gemma":0.001124206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006866389,"about_ca_topic_score_gemma":0.007429733,"domain_scores_codex":[0.9996173,0.0001168414,0.00005005773,0.00006965486,0.0000891258,0.0000569732],"domain_scores_gemma":[0.9962115,0.001871081,0.0007765545,0.0001172585,0.0006741754,0.0003493684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009461323,0.000091038,0.9204247,0.0004429906,0.000580842,0.0003171518,0.000174576,0.0002088173,0.0001114035,0.001020972,0.02801916,0.04766222],"study_design_scores_gemma":[0.0002045392,0.0005855685,0.9685662,0.001134493,0.0006031928,0.000990955,0.0008306455,0.002328404,0.0002156205,0.007382403,0.01711307,0.00004486164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.811853,0.02654462,0.002072154,0.09768018,0.006066692,0.0001819953,0.02420983,0.00009465117,0.03129693],"genre_scores_gemma":[0.9872347,0.002947575,0.0006669202,0.002712747,0.002224175,0.00008330077,0.002652071,0.00001292007,0.001465543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01018444,"threshold_uncertainty_score":0.03407031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546395409384099,"score_gpt":0.3048602325258247,"score_spread":0.2893962784319837,"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."}}