{"id":"W4200619509","doi":"10.1302/2633-1462.212.bjo-2021-0116.r1","title":"Restoration of elective spine surgery during the first wave of COVID-19 : a UK-wide British Association of Spine Surgeons (BASS) prospective, multicentre, observational study.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Observational study; Intensive care unit; Prospective cohort study; Elective surgery; Pandemic; Coronavirus disease 2019 (COVID-19); Surgery; Cohort study; Spinal surgery; Cohort; Mortality rate; General surgery; Emergency medicine; Internal medicine; Disease","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":[0.00166644,0.0005763082,0.0005970382,0.001003093,0.0008378808,0.001044706,0.0007017406,0.0009254775,0.002039283],"category_scores_gemma":[0.003427885,0.0009193977,0.0007506676,0.001564939,0.0007917715,0.0009895958,0.00141201,0.001151344,0.0005615775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146308,"about_ca_system_score_gemma":0.00127458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02115893,"about_ca_topic_score_gemma":0.03305535,"domain_scores_codex":[0.9983341,0.0005594192,0.0002041291,0.0003074531,0.0003272346,0.0002676347],"domain_scores_gemma":[0.9954632,0.0005914237,0.002379652,0.0003217027,0.0003427796,0.0009012052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002358272,0.000120334,0.9984061,0.00002451723,0.00004485506,0.0001360787,0.0002548379,0.00001445628,0.000151628,0.000006768446,0.000125804,0.0004788449],"study_design_scores_gemma":[0.00005510786,0.0005854396,0.9979432,0.00002446934,0.0000264081,0.0004012462,0.0006995063,0.00006103131,0.00002651131,0.000006083046,0.0001621401,0.000008847707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993823,0.0001500176,0.000044847,0.00003566307,0.000006140147,0.00003953037,0.0002213299,0.00000152748,0.0001186277],"genre_scores_gemma":[0.9988117,0.0002109994,0.0001213438,0.00009754694,0.00002572892,0.00005055276,0.0005569125,0.000001846308,0.0001234657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02115893,"threshold_uncertainty_score":0.04207152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09347025748733873,"score_gpt":0.3230868314216611,"score_spread":0.2296165739343224,"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."}}