{"id":"W4406125892","doi":"10.11124/jbies-24-00069","title":"Paramedic assessment of suspected or confirmed COVID-19 patients in the out-of-hospital environment: a scoping review protocol","year":2025,"lang":"en","type":"review","venue":"JBI Evidence Synthesis","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Protocol (science); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Emergency medicine; Medical emergency; Virology; Internal medicine; Pathology; Outbreak; Alternative medicine; Infectious disease (medical specialty)","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005781257,0.0006463207,0.005336919,0.0004004982,0.00009454507,0.00002032695,0.001164543,0.0003248515,0.0009543673],"category_scores_gemma":[0.4043272,0.0003522711,0.0009840963,0.001113724,0.0007666124,0.0001051509,0.0006086906,0.000949806,0.00002486251],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068639,"about_ca_system_score_gemma":0.009743974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001183927,"about_ca_topic_score_gemma":0.00003070869,"domain_scores_codex":[0.9902681,0.0026728,0.003226989,0.0009825364,0.002256926,0.0005926489],"domain_scores_gemma":[0.8687503,0.1265654,0.002127472,0.001950071,0.0002664081,0.0003402993],"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":[0.00007929753,0.0008105655,0.00149461,0.7535415,0.0002661845,0.00006642519,0.00008423142,3.439741e-7,7.722458e-8,0.000007220955,0.0009123944,0.2427372],"study_design_scores_gemma":[0.0005642325,0.0008672691,0.0006930727,0.8052337,0.002005199,5.123387e-7,0.00002787672,0.000003524122,0.000001162498,0.00001234916,0.1903297,0.0002614032],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001232418,0.69053,0.00009978716,0.003410091,0.0001069674,0.3055891,0.00007238417,0.00002920045,0.0001611946],"genre_scores_gemma":[0.00002672534,0.7344065,0.0001810916,0.0006532709,0.0000478465,0.2645307,0.00001182449,0.00002721118,0.0001149242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3985459,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007142309117995,"score_gpt":0.5358964484506296,"score_spread":0.43518221753883,"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."}}