{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006946578,0.0007548972,0.004548986,0.00323072,0.0004007707,0.002729718,0.001282632,0.002290772,0.01048082],"category_scores_gemma":[0.03884957,0.0005230525,0.003607749,0.003234478,0.0007957621,0.002573557,0.0007248662,0.00185301,0.0009695925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002203924,"about_ca_system_score_gemma":0.004399787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003316862,"about_ca_topic_score_gemma":0.0091975,"domain_scores_codex":[0.9951261,0.001541491,0.001520502,0.0003206441,0.001300553,0.0001907309],"domain_scores_gemma":[0.9642086,0.02257592,0.00774357,0.0003041486,0.004759192,0.000408625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001006364,0.00005009266,0.001928727,0.8284974,0.008607046,0.000172053,0.0001169568,0.00007664576,0.0003782554,0.000985036,0.005760612,0.1524208],"study_design_scores_gemma":[0.0008533826,0.0006820287,0.01052831,0.900878,0.03276942,0.000663231,0.0006766669,0.00009635777,0.0003044095,0.002404551,0.05010102,0.0000426135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0006292317,0.9965099,0.00006102828,0.001676266,0.0003548268,0.00006037045,0.000154692,0.000002266442,0.0005515247],"genre_scores_gemma":[0.02535781,0.9709188,0.0003928761,0.002140682,0.0007205913,0.0001026947,0.0001511979,0.00000455483,0.0002108605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01048082,"threshold_uncertainty_score":0.03673744,"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."}}