{"id":"W7116667662","doi":"10.1017/ice.2025.10383","title":"Commentary: navigating practice decisions when guidelines offer “no recommendation”","year":2025,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"MEDLINE; Key (lock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03688044,0.001869902,0.003382386,0.004529647,0.007795334,0.008064681,0.009650559,0.0857311,0.03126139],"category_scores_gemma":[0.292952,0.002301303,0.003604898,0.00471948,0.008302632,0.01098076,0.004801908,0.06160644,0.02380806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01313667,"about_ca_system_score_gemma":0.03483505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02850495,"about_ca_topic_score_gemma":0.03316059,"domain_scores_codex":[0.9520926,0.02129645,0.005803505,0.003043125,0.01454034,0.003223931],"domain_scores_gemma":[0.7240409,0.1890716,0.01037581,0.003612463,0.06317225,0.009727015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002131118,0.000005128129,0.0000313995,0.0002124644,0.00001757568,0.00005259189,0.0001129893,0.00002123399,0.00001898566,0.0008197703,0.9965323,0.002154244],"study_design_scores_gemma":[0.0003587894,0.00006636955,0.0005454995,0.01003743,0.0002240295,0.0003737425,0.0009132336,0.0004541172,0.0003009212,0.01354679,0.973032,0.0001470949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007009674,0.001030073,0.0001235329,0.9449801,0.05182542,0.00004194683,0.0002218775,0.00004004545,0.001666988],"genre_scores_gemma":[0.001840587,0.001745021,0.0004625079,0.9504371,0.04242314,0.0001348351,0.0001376463,0.00006292725,0.002756319],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0857311,"threshold_uncertainty_score":0.1950447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583170271259405,"score_gpt":0.5132472414077971,"score_spread":0.3549302142818566,"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."}}