{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006925035,0.0001555641,0.0003533361,0.0002180435,0.00007310747,0.00001478982,0.00008746406,0.00007349352,0.00007374221],"category_scores_gemma":[0.00005411458,0.0001263813,0.00004271976,0.0004952504,0.0001036718,0.0001036377,0.00005411349,0.0002858229,0.00002660127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005395694,"about_ca_system_score_gemma":0.0007494724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002294899,"about_ca_topic_score_gemma":0.0002653566,"domain_scores_codex":[0.9989079,0.00005744342,0.000279866,0.0003287134,0.0001466555,0.000279439],"domain_scores_gemma":[0.9993422,0.00002252925,0.0001043706,0.0002206138,0.0002205892,0.00008971662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005960621,0.001810973,0.9830016,0.0002425737,0.0000350999,0.00002623266,0.0001702408,0.0000811596,0.0001016534,0.0004004223,0.002377826,0.0111561],"study_design_scores_gemma":[0.008479392,0.001846693,0.9676358,0.0007478431,0.0001225742,0.000009816486,0.00002858964,0.00006679398,0.0008121914,0.0001008508,0.02002088,0.0001285473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929838,0.0002608882,0.0001912489,0.000574515,0.001456329,0.001469769,0.00001241073,0.00007153403,0.002979516],"genre_scores_gemma":[0.9988489,0.00004762498,0.00003732233,0.0003079348,0.0001157971,0.0003593849,0.0001341006,0.00001736658,0.0001315367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01764305,"threshold_uncertainty_score":0.5153678,"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."}}