{"id":"W4410792306","doi":"10.1002/pbc.31824","title":"Multi‐Institution Harmonization of Infection Care Pathways for Pediatric Oncology","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Hamilton Health Sciences; University of Toronto; SickKids Foundation; Pediatric Oncology Group; McMaster Children's Hospital; London Health Sciences Centre; Children's Hospital of Eastern Ontario; Institute for Clinical Evaluative Sciences; Hospital for Sick Children","funders":"Pediatric Oncology Group of Ontario","keywords":"Harmonization; Medicine; Institution; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1097218,0.0005662126,0.000630533,0.004823572,0.004873153,0.006386302,0.003693083,0.0009338466,0.002961995],"category_scores_gemma":[0.1122425,0.0005910711,0.001102711,0.005079268,0.001891251,0.004608885,0.01080715,0.001932024,0.0005799413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02166077,"about_ca_system_score_gemma":0.09048166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0276819,"about_ca_topic_score_gemma":0.04146197,"domain_scores_codex":[0.9041998,0.05504382,0.01384574,0.004777347,0.0175321,0.004601152],"domain_scores_gemma":[0.8743125,0.01807979,0.02948464,0.02294299,0.04318571,0.01199432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005934798,0.001094877,0.1503879,0.002681756,0.0004774102,0.0004456206,0.01568345,0.01881688,0.003932493,0.0129256,0.0236008,0.7693598],"study_design_scores_gemma":[0.000718265,0.004093474,0.3950091,0.008427374,0.0006032234,0.001739005,0.05158287,0.03001128,0.01962035,0.0240521,0.4635534,0.0005895654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5074264,0.006049018,0.3488437,0.034041,0.001132567,0.03346941,0.002923683,0.005118677,0.06099558],"genre_scores_gemma":[0.6438059,0.001746612,0.3402339,0.001666822,0.0001191984,0.006312815,0.00275016,0.000272659,0.003091976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1097218,"threshold_uncertainty_score":0.580271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710691360314439,"score_gpt":0.3339299209564319,"score_spread":0.3068230073532875,"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."}}