{"id":"W7117483128","doi":"10.3390/curroncol33010014","title":"Low HALP Score Predicts Prolonged Hospitalization in Solid Tumor Patients with Febrile Neutropenia","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Febrile neutropenia; Neutropenia; Solid tumor; Clinical Practice; Risk assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003314385,0.0001816553,0.0002181717,0.0003749747,0.0001943805,0.0003243155,0.0001474284,0.0001921615,0.001100307],"category_scores_gemma":[0.001670433,0.00009130078,0.0002108917,0.0004354776,0.0001570634,0.0002096215,0.0002659074,0.000342178,0.0001213659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240952,"about_ca_system_score_gemma":0.0002752048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229803,"about_ca_topic_score_gemma":0.001982523,"domain_scores_codex":[0.9998404,0.00003515715,0.00003052814,0.0000248354,0.00003442544,0.00003469319],"domain_scores_gemma":[0.9987926,0.0002023163,0.0006275695,0.0000310314,0.00009770903,0.0002486783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000431504,0.000003575832,0.9993829,0.000002414946,0.000005585065,0.00005148754,0.000006621861,0.00002411702,0.0000552991,0.000003676241,0.00003352643,0.0003877308],"study_design_scores_gemma":[0.000003793069,0.00007856744,0.9986479,0.000006528061,0.00001475059,0.0006420357,0.00006201193,0.000329349,0.00007058131,0.00002359574,0.0001188043,0.000002058332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993704,0.0001880459,0.00005998426,0.00002889671,0.000003998488,0.00000275668,0.0001150417,0.000001840205,0.0002289353],"genre_scores_gemma":[0.9997306,0.00003742473,0.0000354531,0.000006069848,0.000003642515,0.000001944133,0.0001567595,4.502993e-7,0.00002752252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001229803,"threshold_uncertainty_score":0.003680885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494911131679637,"score_gpt":0.3458856532536662,"score_spread":0.3209365419368698,"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."}}