{"id":"W4320923708","doi":"10.4103/isj.isj_26_22","title":"Pre-operative Halo-gravity Traction in the Treatment of Complex Spinal Deformities","year":2023,"lang":"en","type":"article","venue":"Indian Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Traction (geology); Coronal plane; Sagittal plane; Deformity; Body mass index; Cobb angle; Surgery; Scoliosis; Orthodontics; Anatomy; 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":[0.00297526,0.0006714237,0.003181039,0.007924446,0.0004395847,0.001292432,0.0009419359,0.001303428,0.002227985],"category_scores_gemma":[0.01129813,0.0003650984,0.002435785,0.00746478,0.0005466423,0.001330777,0.0005887165,0.000619883,0.0002149654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038685,"about_ca_system_score_gemma":0.004157132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003255818,"about_ca_topic_score_gemma":0.008906172,"domain_scores_codex":[0.9969059,0.0009572298,0.0012555,0.0001581732,0.0006508935,0.0000723077],"domain_scores_gemma":[0.9884453,0.008375407,0.002065476,0.00009665667,0.0008534841,0.000163666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0006215388,0.00007479617,0.003255391,0.7947804,0.003269265,0.0007000248,0.0002701762,0.00008834062,0.0006593133,0.0002122579,0.001836618,0.1942319],"study_design_scores_gemma":[0.0007049095,0.001677347,0.05304981,0.8211139,0.05258612,0.005761952,0.001565449,0.0002050958,0.001371443,0.0007216418,0.06114496,0.00009734827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00159751,0.9980192,0.00002565898,0.00007511018,0.0000441962,0.0000302271,0.00004640458,0.000001359879,0.000160268],"genre_scores_gemma":[0.01987733,0.9792753,0.0002550136,0.0002218231,0.000118218,0.00006897463,0.00009485306,0.000001959519,0.00008660405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007924446,"threshold_uncertainty_score":0.01573485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07131993541494196,"score_gpt":0.383747517922055,"score_spread":0.312427582507113,"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."}}