{"id":"W4206394066","doi":"10.22541/au.160621937.70411570/v1","title":"Differential diagnostic challenges during the Covid-19 pandemic for pediatricians in an Eastern European country where newborn screening of cystic fibrosis is not available","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystic fibrosis; Pediatrics; Pneumonia; Pandemic; Newborn screening; Differential diagnosis; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Infectious disease (medical specialty); Pathology","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":[0.001218349,0.0006102243,0.000765537,0.001163457,0.001819778,0.001680678,0.0008755987,0.00333911,0.002661937],"category_scores_gemma":[0.008456463,0.0004971121,0.0004165962,0.0007184764,0.0009820992,0.002332431,0.001445147,0.003598583,0.0006597303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340548,"about_ca_system_score_gemma":0.001320812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003987168,"about_ca_topic_score_gemma":0.005230776,"domain_scores_codex":[0.9984335,0.0003793518,0.0002790786,0.0001713758,0.0001821819,0.0005544485],"domain_scores_gemma":[0.9959636,0.0013988,0.0007076114,0.00008771526,0.0006993541,0.00114297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0002543554,0.00012309,0.3084788,0.0003839406,0.00006588847,0.6092853,0.003177526,0.0002925464,0.001960625,0.0009854205,0.05121839,0.02377405],"study_design_scores_gemma":[0.00007132298,0.0002290561,0.1149718,0.001587014,0.0001180616,0.8352623,0.01351223,0.001505779,0.001406304,0.001981641,0.02922484,0.0001295951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7763312,0.04156901,0.003232349,0.1523805,0.00743835,0.0001787561,0.000577087,0.0002063621,0.01808626],"genre_scores_gemma":[0.9538816,0.01307642,0.002925687,0.0222758,0.00600783,0.00005345506,0.0002606256,0.00005206416,0.001466558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003987168,"threshold_uncertainty_score":0.009726465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0881997075533301,"score_gpt":0.3382297724633274,"score_spread":0.2500300649099972,"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."}}