{"id":"W2322716332","doi":"10.1097/brs.0b013e31824b6b05","title":"Repeat Surgical Interventions Following “Definitive” Instrumentation and Fusion for Idiopathic Scoliosis","year":2012,"lang":"en","type":"article","venue":"Spine","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada); Discovery Air (Canada)","funders":"","keywords":"Medicine; Cohort; Pseudarthrosis; Scoliosis; Surgery; Implant; Retrospective cohort study; Idiopathic scoliosis; Deformity; Spinal fusion; 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":[0.0007260141,0.0005361601,0.0005135941,0.001743158,0.0009077922,0.0007122933,0.0007400672,0.001218635,0.002178819],"category_scores_gemma":[0.003047383,0.0004757296,0.0007948939,0.0009049002,0.0008908832,0.0006326064,0.0005458609,0.0007442559,0.0004371458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006601388,"about_ca_system_score_gemma":0.0007078676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001417777,"about_ca_topic_score_gemma":0.002735363,"domain_scores_codex":[0.9988974,0.0001430696,0.0001864129,0.000282157,0.0002791609,0.000211865],"domain_scores_gemma":[0.9953012,0.0009301198,0.00270843,0.0003253944,0.0002533843,0.0004813506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001005763,0.0001201524,0.9734015,0.00005490254,0.00005174761,0.02196903,0.000219921,0.00004868081,0.000487526,0.00002772152,0.0001639037,0.003354375],"study_design_scores_gemma":[0.00002842721,0.001166554,0.6626826,0.00006169585,0.00007546644,0.3332781,0.0009024195,0.0002610344,0.0007363384,0.0000326744,0.000749861,0.00002487143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987628,0.0005123012,0.0001860474,0.00002510359,0.000009923156,0.00003989189,0.00004843085,0.000008530832,0.0004070619],"genre_scores_gemma":[0.9989755,0.0003486909,0.0002191163,0.00005018346,0.00004794105,0.00002767585,0.0001690984,0.000002885527,0.0001589067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002178819,"threshold_uncertainty_score":0.007288873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06542790724184358,"score_gpt":0.3717056830913005,"score_spread":0.3062777758494569,"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."}}