{"id":"W3138445137","doi":"10.2196/22603","title":"Online Tool for the Assessment of the Burden of COVID-19 in Patients: Development Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lung Foundation Netherlands","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Outbreak; Disease; Disease burden; Medical emergency; Emergency medicine; Intensive care medicine; Infectious disease (medical specialty); Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01844977,0.0008461847,0.0008330251,0.003231223,0.0006138398,0.001881936,0.0010702,0.0008218682,0.01280736],"category_scores_gemma":[0.05956253,0.000486979,0.002189141,0.00202527,0.0003525485,0.002304994,0.002495444,0.001341507,0.003778334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150886,"about_ca_system_score_gemma":0.003276897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457448,"about_ca_topic_score_gemma":0.001852894,"domain_scores_codex":[0.9887157,0.006471762,0.001927248,0.0004917518,0.001733071,0.0006604732],"domain_scores_gemma":[0.9481931,0.03339366,0.005794297,0.001746444,0.008365595,0.00250688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001906528,0.004839834,0.4579825,0.002410246,0.0003919688,0.0005585304,0.003715119,0.001311913,0.0007584092,0.001645322,0.09578292,0.4286966],"study_design_scores_gemma":[0.002414396,0.005723707,0.7953242,0.003465868,0.00066227,0.00235068,0.005242613,0.01124405,0.003806164,0.002765338,0.1666378,0.0003628912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7618181,0.001543751,0.04852636,0.006523322,0.0009340845,0.05942547,0.07361336,0.003744802,0.04387072],"genre_scores_gemma":[0.6682457,0.002144528,0.208474,0.001951075,0.0002857959,0.07914213,0.03205801,0.0006664019,0.00703231],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01844977,"threshold_uncertainty_score":0.09757286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0667462443698185,"score_gpt":0.4797121809181979,"score_spread":0.4129659365483794,"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."}}