{"id":"W4238712744","doi":"10.21203/rs.3.rs-147823/v1","title":"Re-thinking Treatment Strategies for Febrile Neutropenia in Paediatric Oncology Population: A Perspective from a Developing Country","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Febrile neutropenia; Perspective (graphical); Medicine; Intensive care medicine; Neutropenia; Pediatric oncology; Oncology; Internal medicine; Cancer; Chemotherapy; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004483974,0.0001454971,0.0001900062,0.0004834256,0.000837102,0.0009389865,0.0003566135,0.0004238153,0.002676018],"category_scores_gemma":[0.001567817,0.0001212925,0.0001890253,0.0007157705,0.0005660512,0.000708837,0.0006295831,0.0008861847,0.0001872706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108626,"about_ca_system_score_gemma":0.003608362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009136,"about_ca_topic_score_gemma":0.01911821,"domain_scores_codex":[0.9995273,0.0001992076,0.00004004261,0.00003780515,0.00005383803,0.00014182],"domain_scores_gemma":[0.9991361,0.0001478295,0.0003290601,0.00001474631,0.0001140242,0.0002582509],"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":[0.0001487705,0.0005620735,0.8434868,0.001793046,0.0001110224,0.01307875,0.02469697,0.0002960118,0.0010815,0.003595681,0.01104948,0.1000999],"study_design_scores_gemma":[0.00003944461,0.0007082761,0.7753478,0.00295051,0.0001279799,0.0189488,0.1539596,0.0002376227,0.0003818251,0.001471913,0.04575761,0.00006856972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9306868,0.03526207,0.0002771041,0.02351442,0.0002117638,0.00004251342,0.0002235405,0.000008975298,0.009772871],"genre_scores_gemma":[0.9744178,0.02202369,0.0003787235,0.002395793,0.0001002564,0.00001956291,0.00008088644,0.000003860904,0.0005794301],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009136,"threshold_uncertainty_score":0.01816565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121711100761829,"score_gpt":0.4630189612507943,"score_spread":0.3508478511746114,"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."}}