{"id":"W4296709981","doi":"10.1177/21925682221126451","title":"Predicting Health-Related Quality of Life Outcomes Following Major Scoliosis Surgery in Adolescents: A Latent Class Growth Analysis","year":2022,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McGill University; University of Alberta; Alberta Children's Hospital; Stollery Children's Hospital; Canada East Spine Centre; Izaak Walton Killam Health Centre; Dalhousie University; University of New Brunswick; Horizon Health Network; Saint John Regional Hospital; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychosocial; Anxiety; Quality of life (healthcare); Scoliosis; Physical therapy; Latent class model; Cohort; Prospective cohort study; Psychiatry; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003285398,0.0005045651,0.0003393783,0.001020656,0.0007024321,0.0009861093,0.0005383746,0.0004416986,0.001808478],"category_scores_gemma":[0.004189913,0.0003166482,0.001067485,0.000889954,0.0004366989,0.0005545174,0.001135106,0.001165846,0.0003298378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005596344,"about_ca_system_score_gemma":0.0009311076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009519436,"about_ca_topic_score_gemma":0.008496793,"domain_scores_codex":[0.999161,0.0003506687,0.00004622486,0.0001729424,0.0001227815,0.0001463346],"domain_scores_gemma":[0.9976083,0.0006798089,0.0006957288,0.0003890325,0.000261215,0.0003659714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001577715,0.00007146353,0.998376,0.000003420561,0.00004368062,0.00001587725,0.00006639001,0.0001173915,0.00007079267,0.00001693616,0.00007531739,0.000984889],"study_design_scores_gemma":[0.00003494732,0.0003224084,0.9956042,0.00001072898,0.00004683739,0.00008881659,0.0003196969,0.003258172,0.0000718684,0.00005611596,0.0001792277,0.000007001458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999116,0.00002282923,0.000387455,0.00002435165,0.000002979354,0.00001970489,0.0003617102,0.000004455707,0.00006053434],"genre_scores_gemma":[0.9979253,0.00003661078,0.0005152092,0.000007725533,0.000004349369,0.0000551865,0.00133171,0.000005703447,0.0001180828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009519436,"threshold_uncertainty_score":0.01892805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222941146931164,"score_gpt":0.3343523406086695,"score_spread":0.2921229291393579,"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."}}