{"id":"W3024333144","doi":"10.1097/scs.0000000000006654","title":"Best Practice Guidelines for the Management of Acute Craniomaxillofacial Trauma During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Journal of Craniofacial Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Aerosolization; Transmission (telecommunications); Personal protective equipment; Medical emergency; Intervention (counseling); Disease; Infectious disease (medical specialty); Pathology; Anesthesia; Nursing; Computer science","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":[0.007618506,0.001453464,0.001608332,0.003997458,0.001918297,0.004054925,0.003924134,0.00816125,0.02896393],"category_scores_gemma":[0.06056105,0.0006731642,0.00364037,0.002281191,0.001202305,0.003978459,0.003392695,0.008212528,0.02115187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003724156,"about_ca_system_score_gemma":0.01352434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009606421,"about_ca_topic_score_gemma":0.01944845,"domain_scores_codex":[0.9890219,0.004796011,0.002482589,0.000522623,0.002448007,0.0007288093],"domain_scores_gemma":[0.9675453,0.009321474,0.003492599,0.0008490363,0.01522939,0.00356213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001097277,0.0004099653,0.002271714,0.004290555,0.00007954007,0.001261213,0.0007215286,0.00114056,0.0003128051,0.005035847,0.600265,0.3841015],"study_design_scores_gemma":[0.0003218716,0.0001958964,0.004464966,0.0410356,0.0001875445,0.002524798,0.001011385,0.001300543,0.0004432318,0.01702204,0.9313456,0.0001464178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005239399,0.1250949,0.06966274,0.525934,0.02006804,0.008597827,0.006218583,0.004335499,0.234849],"genre_scores_gemma":[0.03977927,0.2042107,0.4819771,0.1724461,0.01222059,0.01790168,0.01402584,0.001286443,0.05615222],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02896393,"threshold_uncertainty_score":0.09689397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2649254181246382,"score_gpt":0.4653394797256772,"score_spread":0.2004140616010391,"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."}}