{"id":"W6977363984","doi":"10.6084/m9.figshare.16841283.v1","title":"Additional file 1 of Cost impact of procalcitonin-guided decision making on duration of antibiotic therapy for suspected early-onset sepsis in neonates","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Antibiotic therapy; Duration (music); Sepsis; Procalcitonin; Antibiotics; Neonatal sepsis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001754351,0.0000799529,0.0002075325,0.0001202296,0.00001880602,0.000005112416,0.00003541011,0.00005872345,0.7756922],"category_scores_gemma":[0.002363212,0.0000639318,0.0001360319,0.0002602911,0.000008419751,0.00005327206,0.00001672352,0.00006203455,0.00002814792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000470546,"about_ca_system_score_gemma":0.0001712996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000223373,"about_ca_topic_score_gemma":0.00002216063,"domain_scores_codex":[0.9993493,0.00001642375,0.0002755096,0.0001209587,0.0001460531,0.00009174111],"domain_scores_gemma":[0.998156,0.00111736,0.0001735501,0.0001068244,0.0004201139,0.00002612556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004325095,0.0002793609,0.0009588918,0.0002218204,0.00005742925,0.00001353446,0.00004604453,0.00004642767,0.00393889,0.000003417396,0.9877741,0.006227596],"study_design_scores_gemma":[0.00147233,0.001006676,0.8406724,0.0167903,0.00001147047,0.00006018329,0.00002813958,0.0005319701,0.1306017,0.0001886008,0.008527039,0.0001092305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1631812,0.00002805555,0.000002190021,0.00001261785,0.00001091061,0.0003293406,0.8362083,0.000009299475,0.0002180322],"genre_scores_gemma":[0.6075519,0.000002311232,0.0004256646,0.000018876,0.00001900352,0.00008290379,0.3918142,0.00000810908,0.0000770324],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.979247,"threshold_uncertainty_score":0.2829157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04409790175971494,"score_gpt":0.3484092279572923,"score_spread":0.3043113261975773,"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."}}