{"id":"W3202375047","doi":"10.1007/s43390-021-00418-z","title":"The impact of COVID-19 on idiopathic scoliosis referrals: cause for concern","year":2021,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Referral; Retrospective cohort study; Pediatrics; Cohort; Pandemic; Emergency medicine; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004144876,0.0001827267,0.0004352716,0.00005659287,0.0002023272,0.00002450466,0.00009043675,0.00009169889,0.00004074377],"category_scores_gemma":[0.00148278,0.0001003645,0.000447514,0.0002721451,0.0000907066,0.00004765898,0.00004252788,0.0001193906,0.00001481341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005463796,"about_ca_system_score_gemma":0.0009019469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006982389,"about_ca_topic_score_gemma":0.0003464426,"domain_scores_codex":[0.9987711,0.00005425329,0.0003513128,0.0002682243,0.0002510059,0.0003041102],"domain_scores_gemma":[0.9986535,0.00007927242,0.0001591216,0.0005721744,0.0002608542,0.000275032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003807117,0.006875733,0.8933747,0.001854508,0.004648947,0.0005468672,0.00158468,0.0004136714,0.005282978,0.02233673,0.02713807,0.03213594],"study_design_scores_gemma":[0.009916077,0.006420555,0.8881593,0.001055367,0.0007276778,0.000295198,0.0005065728,0.0002546888,0.08384518,0.00168957,0.006786833,0.0003430043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892355,0.004450854,0.00005186953,0.004441258,0.0001465915,0.0008423934,0.00006593819,0.00003995818,0.000725656],"genre_scores_gemma":[0.9979302,0.0006576062,0.00005019112,0.0008228579,0.0001360922,0.0002198522,0.0000241733,0.00002098261,0.0001380731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07856221,"threshold_uncertainty_score":0.4092746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1298967612842384,"score_gpt":0.4277096247454104,"score_spread":0.297812863461172,"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."}}