{"id":"W2970562415","doi":"10.1590/s1808-185120191803187303","title":"SURGERY FOR ADULT SPINAL SCOLIOSIS: DO THE BENEFITS OUTWEIGH THE RISKS?","year":2019,"lang":"en","type":"article","venue":"Coluna/Columna","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Perioperative; Quality of life (healthcare); Scoliosis; Surgery; Conservative treatment; Spinal deformity; Invasive surgery; Spinal surgery; Deformity","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":[0.0007684136,0.0003122253,0.0005892436,0.0001090514,0.0004177585,0.0001929542,0.0003168293,0.0001555944,0.0002772269],"category_scores_gemma":[0.0005633263,0.000181239,0.0005650529,0.0004659658,0.0001219653,0.0001105276,0.00009940614,0.0002354465,0.0005010633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806126,"about_ca_system_score_gemma":0.0002486506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000285402,"about_ca_topic_score_gemma":0.00025091,"domain_scores_codex":[0.9977157,0.0001053915,0.0004842753,0.0005356485,0.000531457,0.0006275919],"domain_scores_gemma":[0.9972317,0.0007877859,0.0002230553,0.00106272,0.0005067677,0.0001879775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008089246,0.0009938928,0.8428938,0.0002642849,0.0006785613,0.00001821812,0.000356485,0.00003092087,0.00004106701,0.004817242,0.1226059,0.02649069],"study_design_scores_gemma":[0.002660536,0.0009414119,0.955839,0.001336554,0.0007544156,0.00005181303,0.0006574856,0.0003144874,0.0009117499,0.0003272509,0.03588056,0.0003247326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649962,0.008947228,0.00001216338,0.01750334,0.001233881,0.004710233,0.00005362293,0.0001004566,0.002442825],"genre_scores_gemma":[0.9884073,0.0006970363,0.00006198845,0.007055869,0.0006285965,0.002394909,0.000016192,0.00006184144,0.0006762803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1129452,"threshold_uncertainty_score":0.7390712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06022013095096625,"score_gpt":0.3188589410479133,"score_spread":0.2586388100969471,"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."}}