{"id":"W2042718797","doi":"10.1007/s00586-007-0431-x","title":"Intra and interobserver variability of preoperative planning for surgical instrumentation in adolescent idiopathic scoliosis","year":2007,"lang":"en","type":"article","venue":"European Spine Journal","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Polytechnique Montréal","funders":"","keywords":"Medicine; Scoliosis; Idiopathic scoliosis; Orthopedic surgery; Instrumentation (computer programming); Spinal fusion; Surgical planning; Neurosurgery; Deformity; Spinal deformity; Worksheet; Orthodontics; Surgery; Medical physics; Physical therapy","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":[0.002193105,0.0001155585,0.0002735894,0.0001553487,0.00004880496,0.00002681452,0.00004458606,0.00002850217,0.00001295885],"category_scores_gemma":[0.000171434,0.00008846197,0.00007334397,0.0001302382,0.00004462945,0.0001039467,0.00003478709,0.0002142057,0.000001087004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130492,"about_ca_system_score_gemma":0.00003895848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004359674,"about_ca_topic_score_gemma":0.000004698473,"domain_scores_codex":[0.9987702,0.0001660162,0.0005638148,0.0001672898,0.0001542902,0.0001783246],"domain_scores_gemma":[0.9994749,0.00002133262,0.0001656502,0.00008851274,0.0001151263,0.00013448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005039014,0.0007211551,0.9876353,0.0001498039,0.00006109249,0.0002455542,0.00111217,0.00002091041,0.0009253569,0.0001086325,0.00004541263,0.008470733],"study_design_scores_gemma":[0.005725475,0.001091599,0.986484,0.002423415,0.00006366963,0.0002976803,0.00027296,0.00006928059,0.00339095,0.00001568838,0.0000953853,0.00006990399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967474,0.0007387868,0.001215677,0.0002842304,0.0001085997,0.0003904417,0.000001556991,0.000007083221,0.0005062507],"genre_scores_gemma":[0.9982879,0.0001142342,0.001228139,0.0001362236,0.0002045451,0.000004312161,0.000002194002,0.00001538553,0.000007098392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008400829,"threshold_uncertainty_score":0.3607374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04672259394845892,"score_gpt":0.337577383642287,"score_spread":0.2908547896938281,"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."}}