{"id":"W4412063645","doi":"10.1007/s00520-025-09693-2","title":"Clinical practice guideline- and care pathway-inconsistent care following implementation of adapted infection management care pathways","year":2025,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; McMaster Children's Hospital; London Health Sciences Centre; University of Toronto; Hamilton Health Sciences; SickKids Foundation; Pediatric Oncology Group; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; Hospital for Sick Children","funders":"","keywords":"Medicine; Guideline; Care pathway; Pain medicine; Nursing research; Critical pathways; Clinical Practice; Nursing; Clinical pathway; Intensive care medicine; Family medicine; Health care; Anesthesiology; Pathology; Process management","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":[0.0001769143,0.0002360632,0.0004934788,0.0002812588,0.0001235158,0.00002113144,0.00006027227,0.0001390786,0.00009384578],"category_scores_gemma":[0.00007974125,0.0002346071,0.0002637786,0.000469468,0.00006451148,0.0002093162,0.0001173886,0.000290112,0.000001904806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315531,"about_ca_system_score_gemma":0.0009988531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003643828,"about_ca_topic_score_gemma":0.01264202,"domain_scores_codex":[0.9977016,0.0001385995,0.001008623,0.0005474488,0.0003259443,0.0002777407],"domain_scores_gemma":[0.9976866,0.00008051543,0.0003018369,0.0003218806,0.001509317,0.00009980975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002932881,0.00005270147,0.6382331,0.001572438,0.0003780072,0.0001417336,0.01401224,0.00004299114,0.0002139886,0.0003075628,0.0008887129,0.3438632],"study_design_scores_gemma":[0.005487678,0.0008808725,0.2796717,0.001149548,0.001394143,0.000008553847,0.5376211,0.000002989076,0.006000719,0.00001534729,0.1674748,0.0002924817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410331,0.02228115,0.0002010218,0.0006622252,0.00243746,0.002556417,0.0003573599,0.0000936034,0.03037771],"genre_scores_gemma":[0.9953784,0.001907795,0.0007848535,0.000873953,0.0001284238,0.0004840902,0.0003729624,0.00002688402,0.00004266643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5236089,"threshold_uncertainty_score":0.9567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03117492225738591,"score_gpt":0.4269125339788121,"score_spread":0.3957376117214262,"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."}}