{"id":"W2044624916","doi":"10.1053/j.semss.2015.01.009","title":"Minimally invasive surgical options for adolescent idiopathic scoliosis","year":2015,"lang":"en","type":"article","venue":"Seminars in Spine Surgery","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Idiopathic scoliosis; Perioperative; Blood loss; Surgery; Spinal fusion; Complication; Scoliosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009978602,0.000256086,0.0007403619,0.0004394002,0.00005242008,0.0000264239,0.00008038228,0.0001580173,0.00001986632],"category_scores_gemma":[0.001147337,0.0002266977,0.0003519958,0.0005503159,0.00008560232,0.0000942001,0.00005920529,0.0001648029,0.00004302236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003699938,"about_ca_system_score_gemma":0.0006671683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003225671,"about_ca_topic_score_gemma":0.00004110772,"domain_scores_codex":[0.9980351,0.00007597616,0.0005950034,0.000441483,0.0003701515,0.0004822453],"domain_scores_gemma":[0.9986799,0.0001861349,0.0001292741,0.0003628336,0.0002409929,0.0004008648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006042672,0.00276122,0.9621165,0.0004008021,0.00009863282,0.001270103,0.0002243278,0.00002990989,0.0002588291,0.000171393,0.02599085,0.006073156],"study_design_scores_gemma":[0.01080433,0.002173821,0.9079472,0.02735902,0.0005597679,0.0007853928,0.001266894,0.0001984979,0.02220783,0.00039227,0.0252726,0.001032321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723789,0.02249714,0.000007885905,0.003074849,0.0005178692,0.0009616775,0.00001352681,0.00006430347,0.0004838523],"genre_scores_gemma":[0.9941082,0.003257735,0.0007996735,0.0005530753,0.0003695409,0.0007085862,0.00004163923,0.00004272853,0.000118844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05416925,"threshold_uncertainty_score":0.9244463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0666319442746039,"score_gpt":0.3261496135146319,"score_spread":0.259517669240028,"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."}}