{"id":"W3033931744","doi":"10.1186/s13018-020-01732-4","title":"The Saudi Spine Society guidelines on spinal surgery during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Orthopaedic Surgery and Research","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Orthopedic surgery; 2019-20 coronavirus outbreak; Spinal surgery; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); SPINE (molecular biology); General surgery; Surgery; Virology; Internal medicine; Bioinformatics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01849233,0.0001851585,0.0005901599,0.0002315567,0.001261946,0.0001003228,0.0001892533,0.0001433085,0.00007217984],"category_scores_gemma":[0.03009452,0.00008779413,0.0007249119,0.0008570178,0.0005042486,0.0001104943,0.0001242664,0.001874449,0.000007931073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442669,"about_ca_system_score_gemma":0.004392353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007720968,"about_ca_topic_score_gemma":0.00001806144,"domain_scores_codex":[0.9954669,0.0006375659,0.001113689,0.0002506661,0.001825435,0.0007057806],"domain_scores_gemma":[0.988789,0.007998073,0.0004000726,0.0003031838,0.001060487,0.001449172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004565466,0.00007854429,0.6753224,0.001333159,0.0002328464,0.001105407,0.0006375478,0.00001992744,0.001087878,0.00002726397,0.2534478,0.06214184],"study_design_scores_gemma":[0.001120692,0.0007478509,0.3899961,0.0008020331,0.00005839631,0.002431045,0.00132574,0.0001012396,0.0001293339,0.0001054022,0.6030192,0.0001628867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6508033,0.009900178,0.00003201571,0.3387139,0.0003143332,0.0001880862,0.00000286459,0.00001796769,0.00002729314],"genre_scores_gemma":[0.9152378,0.05456766,0.00002284483,0.02604173,0.003751987,0.000006413803,0.000001776475,0.00002559731,0.0003442196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3495715,"threshold_uncertainty_score":0.9780754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4354139562937871,"score_gpt":0.5036878285367371,"score_spread":0.06827387224295,"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."}}