{"id":"W3205715143","doi":"10.1590/scielopreprints.346","title":"SARS-COV-2 AND ARBOVIRUS INFECTIONS: PROTOCOL FOR A RAPID LIVING SYSTEMATIC REVIEW","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arbovirus; Virology; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Protocol (science); 2019-20 coronavirus outbreak; Medicine; Biology; Virus; Outbreak; Pathology; Infectious disease (medical specialty); Disease; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08140271,0.005423627,0.0147519,0.01255362,0.004101923,0.007293385,0.004858671,0.006934401,0.08809364],"category_scores_gemma":[0.1001948,0.004704576,0.01479188,0.01147554,0.005425824,0.009180958,0.007273405,0.006515542,0.01393343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01268332,"about_ca_system_score_gemma":0.04899979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004310489,"about_ca_topic_score_gemma":0.008552887,"domain_scores_codex":[0.9541157,0.02042002,0.01476583,0.003070929,0.005536392,0.002091212],"domain_scores_gemma":[0.9481857,0.01938604,0.0113846,0.005100058,0.01368721,0.002256371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005838785,0.0002873771,0.0006382443,0.8881269,0.002191407,0.0004991877,0.001724468,0.001003045,0.001838328,0.005006425,0.05707907,0.03576689],"study_design_scores_gemma":[0.03756728,0.002554334,0.005334177,0.5668044,0.007738173,0.0008320601,0.002657926,0.001516372,0.002468709,0.01459637,0.357269,0.0006612202],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002885824,0.00162905,0.00121966,0.0007063748,0.000428554,0.9902025,0.004825525,0.0001167873,0.0005827934],"genre_scores_gemma":[0.0002624139,0.0007636888,0.002663285,0.0003132676,0.00003625606,0.9950408,0.0005734659,0.00001105953,0.0003357998],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08809364,"threshold_uncertainty_score":0.4305038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2377685291696279,"score_gpt":0.5150401431802539,"score_spread":0.277271614010626,"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."}}