{"id":"W6984832702","doi":"","title":"","year":2023,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Junta de Castilla y León; Laboratório Associado para a Química Verde; Ministério da Ciência, Tecnologia e Ensino Superior; Sveriges Lantbruksuniversitet; Ahmadu Bello University; Consejo Nacional de Ciencia y Tecnología; Svenska Forskningsrådet Formas; National Research Foundation; University of Alberta; Ministerio de Ciencia, Innovación y Universidades; Arkansas Biosciences Institute","keywords":"Antibiotic resistance; Antibiotics; Human health; Bacteria; Global health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002384317,0.0006894213,0.0005955856,0.0007120089,0.001087141,0.004709251,0.0005281732,0.00143566,0.1817406],"category_scores_gemma":[0.0009714202,0.0003024124,0.0003753643,0.001471564,0.0007883812,0.00214494,0.001424872,0.002013972,0.1638497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008396675,"about_ca_system_score_gemma":0.001427959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150891,"about_ca_topic_score_gemma":0.004762203,"domain_scores_codex":[0.9994946,0.00004680338,0.00002080224,0.00007640708,0.0003175832,0.00004380853],"domain_scores_gemma":[0.999633,0.00007026416,0.00003077763,0.00004789649,0.0001309869,0.00008713341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001769689,0.00002995422,0.0002104698,0.000273241,0.000005610959,0.00009255218,0.0001289605,0.00005860492,0.001223179,0.01124653,0.7586682,0.228045],"study_design_scores_gemma":[8.398953e-7,0.000005201671,0.0001436458,0.00006414015,7.672317e-7,0.00006048323,0.00002970508,0.000009035946,0.00006051294,0.0007395388,0.9988847,0.000001429937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009876656,0.04180717,0.0010577,0.01040909,0.006728922,0.00005184425,0.0006194943,0.0007123892,0.9376258],"genre_scores_gemma":[0.002870712,0.01919241,0.001098051,0.003494971,0.001162505,0.00002576401,0.0005293807,0.0001515902,0.9714746],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8182594,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165238920036822,"score_gpt":0.4373485223014124,"score_spread":0.3208246302977302,"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."}}