{"id":"W3082758886","doi":"10.1186/s40779-020-00270-8","title":"Chemoprophylaxis, diagnosis, treatments, and discharge management of COVID-19: An evidence-based clinical practice guideline (updated version)","year":2020,"lang":"en","type":"article","venue":"Military Medical Research","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"National Key Research and Development Program of China","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Guideline; Chemoprophylaxis; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care medicine; Clinical Practice; MEDLINE; Family medicine; Virology; Pathology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01723801,0.0003103258,0.0009818028,0.0002448359,0.0003144994,0.00001639191,0.0007319931,0.0003252803,0.00733566],"category_scores_gemma":[0.4641012,0.0002299253,0.0002507041,0.001354487,0.002314041,0.0003511302,0.001361908,0.001721146,0.00009946871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003673336,"about_ca_system_score_gemma":0.003303128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001546995,"about_ca_topic_score_gemma":0.00002282297,"domain_scores_codex":[0.9873259,0.002465054,0.001696666,0.001399557,0.006177397,0.0009354264],"domain_scores_gemma":[0.9344036,0.05177324,0.0001800629,0.001542365,0.001552864,0.01054786],"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":[0.03048787,0.01268671,0.1510228,0.01180729,0.002722735,0.01043771,0.0007505845,0.00004011409,0.0002860552,0.0004884443,0.4220211,0.3572485],"study_design_scores_gemma":[0.01257503,0.01595183,0.02857138,0.001390783,0.0004726787,0.000006754894,0.001790004,0.01832645,0.0002475594,0.0001471978,0.9201788,0.0003415603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1463607,0.01911326,0.001764308,0.8280252,0.0001473558,0.003681804,0.0001886755,0.0001748819,0.0005438827],"genre_scores_gemma":[0.7799014,0.1336619,0.01238688,0.07194409,0.0007370858,0.000453455,0.0004688513,0.00007418253,0.000372204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.756081,"threshold_uncertainty_score":0.9935718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2495105728349739,"score_gpt":0.5647252966309716,"score_spread":0.3152147237959977,"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."}}