{"id":"W4413362378","doi":"10.63332/joph.v4i3.3242","title":"Knowledge and procedures of medical personnel about infection prevention in patients with chemotherapy-induced neutropenia","year":2024,"lang":"en","type":"article","venue":"Journal of Posthumanism","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Neutropenia; Chemotherapy; Medicine; Intensive care medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002590543,0.00009485675,0.0002422782,0.0002588834,0.00003421824,0.00002539673,0.0000458238,0.00007969164,0.0001848762],"category_scores_gemma":[0.0000246455,0.00006380154,0.00007051567,0.0001673957,0.00004154105,0.0001775602,0.00001298465,0.000316546,0.000002714299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007950867,"about_ca_system_score_gemma":0.0003530628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000033912,"about_ca_topic_score_gemma":0.0001750099,"domain_scores_codex":[0.9991147,0.00003517588,0.0003175079,0.0001051465,0.0003307155,0.00009678689],"domain_scores_gemma":[0.9995365,0.00002022635,0.0001294611,0.00006327678,0.0001649424,0.00008561242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003807334,0.004743663,0.8215463,0.003659284,0.001139019,0.0002220464,0.02330127,0.000007774329,0.02867993,0.005234293,0.002024495,0.1056347],"study_design_scores_gemma":[0.004288812,0.003374323,0.9864036,0.002424967,0.0001428479,0.0003166782,0.0001130394,0.00002237682,0.001755006,0.0001017186,0.0009731823,0.00008345048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978396,0.0005927452,0.00004402283,0.0004169028,0.0002152805,0.0002229586,7.829912e-7,0.00001083977,0.0006568377],"genre_scores_gemma":[0.9992659,0.0002954833,0.00003463346,0.00006090073,0.0001607162,0.000004323586,0.000001341938,0.00001895565,0.0001577065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648574,"threshold_uncertainty_score":0.2601751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386372631731033,"score_gpt":0.3097819668783873,"score_spread":0.295918240561077,"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."}}