{"id":"W4210916865","doi":"10.1097/mph.0000000000002427","title":"Pediatric Benign Neutropenia: Assessing Practice Preferences in Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Hematology/Oncology","topic":"Blood disorders and treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; Alberta Children's Hospital; Izaak Walton Killam Health Centre; Dalhousie University; University of Calgary; University of Alberta","funders":"","keywords":"Neutropenia; Antibiotics; Antibiotic therapy; MEDLINE; Febrile neutropenia; Empiric therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001239462,0.0001508499,0.0002361113,0.001498869,0.001894275,0.001247563,0.0008590202,0.0003838253,0.002187698],"category_scores_gemma":[0.006579242,0.0002267364,0.000284156,0.004407016,0.0006834046,0.000473129,0.000810541,0.0005352907,0.0001761864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02595391,"about_ca_system_score_gemma":0.03865799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9769727,"about_ca_topic_score_gemma":0.9873563,"domain_scores_codex":[0.9981565,0.0001885231,0.0001745047,0.0001644546,0.0008508352,0.0004651081],"domain_scores_gemma":[0.9917465,0.0008364099,0.002016596,0.00008423217,0.003344147,0.001972112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002469985,0.00002959277,0.9898739,0.00004079504,0.00001052931,0.000102025,0.002056227,0.00007288187,0.0000637976,0.00007277727,0.0009772163,0.006675623],"study_design_scores_gemma":[0.000006573373,0.00004694847,0.987421,0.00006907311,0.000007429793,0.0001993426,0.009718565,0.000582488,0.0000724852,0.00003150694,0.00183072,0.00001371567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936039,0.0004713619,0.00008052405,0.001084066,0.000009293606,0.00006512099,0.001580567,0.000008090565,0.003097095],"genre_scores_gemma":[0.9978988,0.0006303678,0.0003324987,0.0002845238,0.000004648994,0.00002574,0.0004583151,0.00000402142,0.0003610214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02595391,"threshold_uncertainty_score":0.1883097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389585312417558,"score_gpt":0.2902153602549855,"score_spread":0.2763195071308099,"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."}}