{"id":"W3004824173","doi":"10.1186/s40779-020-0233-6","title":"A rapid advice guideline for the diagnosis and treatment of 2019 novel coronavirus (2019-nCoV) infected pneumonia (standard version)","year":2020,"lang":"en","type":"article","venue":"Military Medical Research","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":2364,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Nanjing University; Nanjing University of Chinese Medicine; Wuhan University; Zhongnan Hospital of Wuhan University; National Health and Family Planning Commission of the People's Republic of China","keywords":"Medicine; Guideline; Coronavirus disease 2019 (COVID-19); Pneumonia; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; 2019-20 coronavirus outbreak; Coronavirus; Betacoronavirus; Advice (programming); Virology; Coronavirus Infections; Intensive care medicine; Pathology; Internal medicine; Disease; Infectious disease (medical specialty); Outbreak","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":[0.007458747,0.001002451,0.001232987,0.003345335,0.00101067,0.001719998,0.00252194,0.005397326,0.0130041],"category_scores_gemma":[0.03365935,0.0007141696,0.003076392,0.002249493,0.0006443758,0.001687733,0.001469879,0.004211755,0.007389449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002877434,"about_ca_system_score_gemma":0.01395989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03260132,"about_ca_topic_score_gemma":0.05502052,"domain_scores_codex":[0.9909171,0.003101828,0.002852635,0.0002865269,0.002465708,0.0003761812],"domain_scores_gemma":[0.9803797,0.005225533,0.00145344,0.0003377521,0.01197497,0.0006286446],"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":[0.00005888427,0.0001268648,0.0009576793,0.005650545,0.00006041684,0.0003300928,0.0005907157,0.0004016895,0.0004792791,0.003104093,0.8359954,0.1522444],"study_design_scores_gemma":[0.0003268553,0.0001112402,0.004425617,0.0179111,0.000260926,0.0005770439,0.0003376333,0.000545465,0.0004557518,0.002984716,0.9719846,0.00007908932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.007618014,0.1602806,0.08430637,0.3418171,0.03128462,0.04348803,0.06032357,0.004199217,0.2666824],"genre_scores_gemma":[0.0427143,0.1497331,0.3761212,0.1945738,0.005536788,0.04087,0.0878678,0.0008061382,0.1017768],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03260132,"threshold_uncertainty_score":0.06482315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1831712734377689,"score_gpt":0.4960681579476947,"score_spread":0.3128968845099258,"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."}}