{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001808714,0.0003361816,0.001143289,0.0001290163,0.0003151633,0.00004972717,0.0002487171,0.0002164458,0.0001864918],"category_scores_gemma":[0.001843009,0.000252604,0.000198999,0.0001152941,0.00002185879,0.00007202393,0.001457163,0.0006093745,0.0003006285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048028,"about_ca_system_score_gemma":0.0002773021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008794465,"about_ca_topic_score_gemma":0.00007250292,"domain_scores_codex":[0.9964904,0.001192075,0.001213798,0.0005504297,0.0001975186,0.0003557549],"domain_scores_gemma":[0.9974558,0.0009575622,0.0006801345,0.0006948809,0.0001273768,0.00008422357],"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":[0.00003295355,0.00006361009,0.00001016701,0.9257639,0.0001620255,0.000001808811,0.0009658328,1.100046e-7,0.00002288498,0.002016661,0.07083523,0.0001248088],"study_design_scores_gemma":[0.0006405924,0.000188505,0.0000143674,0.8569515,0.0007085571,0.000001630457,0.0007037948,0.0002439482,0.00001245192,0.001862658,0.1382643,0.0004077245],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000034631,0.001275149,0.01341454,0.00256881,0.0002967858,0.945022,0.00002247011,0.0003671018,0.03699846],"genre_scores_gemma":[0.0001415275,0.0005632035,0.0006749131,0.01740289,0.0001381073,0.9771346,0.000008207171,0.00005051323,0.003886067],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06881239,"threshold_uncertainty_score":0.9999926,"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."}}