{"id":"W4200417800","doi":"10.1302/2633-1462.212.bjo-2021-0116.r1","title":"Restoration of elective spine surgery during the first wave of COVID-19","year":2021,"lang":"en","type":"article","venue":"Bone & Joint Open","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Observational study; Elective surgery; Coronavirus disease 2019 (COVID-19); Pandemic; Surgery; Cohort; Cohort study; Adverse effect; Prospective cohort study; Mortality rate; Emergency medicine; Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.00090924,0.0002439596,0.0003338642,0.0006019573,0.0008263836,0.0007589691,0.0004773925,0.0003588676,0.001634564],"category_scores_gemma":[0.003721586,0.0002353709,0.0004590072,0.0004321713,0.0007399361,0.0004606048,0.001277701,0.0009716155,0.0002229469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180668,"about_ca_system_score_gemma":0.001264412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007784856,"about_ca_topic_score_gemma":0.01355277,"domain_scores_codex":[0.9986317,0.0002640552,0.000179326,0.0002167224,0.0003024347,0.0004059129],"domain_scores_gemma":[0.9955189,0.0003849504,0.00295731,0.0001801512,0.0002502643,0.0007084039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001489278,0.00005608795,0.9965821,0.00002899829,0.00001502623,0.0003378368,0.0002482777,0.00004908218,0.0004436107,0.00001753937,0.000119171,0.00195342],"study_design_scores_gemma":[0.000007020842,0.0004295532,0.9980882,0.00001814397,0.000003479655,0.0005632599,0.0005399857,0.00005664125,0.0001086245,0.00001137638,0.0001681089,0.000005705705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994155,0.00007896659,0.00004917707,0.00005036315,0.000007855854,0.00002362766,0.0001278897,0.000002013289,0.0002445395],"genre_scores_gemma":[0.9992657,0.0001097773,0.0001081279,0.00006989636,0.00002237228,0.00002135575,0.000247392,0.000001328992,0.0001538767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007784856,"threshold_uncertainty_score":0.01547909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1458857838973656,"score_gpt":0.3902022454771247,"score_spread":0.2443164615797591,"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."}}