{"id":"W4391512032","doi":"10.1016/j.jpurol.2024.01.032","title":"Elevating pediatric urology care: The crucial role of nursing research in quality improvement","year":2024,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Hernia repair and management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"","keywords":"Medicine; Promotion (chess); Nursing; Pediatric urology; Pediatric nursing; Nursing practice; Quality (philosophy); Quality management; Medical education; Pediatrics","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":[0.1345201,0.001109408,0.002201581,0.003209235,0.008480257,0.0283889,0.003981187,0.009271328,0.007193978],"category_scores_gemma":[0.2350341,0.001205984,0.001743741,0.00267958,0.01146337,0.02292759,0.02442911,0.02550719,0.002576794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01393828,"about_ca_system_score_gemma":0.09986522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004905911,"about_ca_topic_score_gemma":0.01275378,"domain_scores_codex":[0.8556964,0.1023401,0.008835207,0.00424763,0.02268198,0.00619864],"domain_scores_gemma":[0.5403365,0.2952781,0.03417711,0.01383213,0.05390638,0.06246988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000146104,0.0005320537,0.01444715,0.007094088,0.0002934739,0.0009333187,0.01941727,0.001088506,0.000865681,0.05258164,0.1965835,0.7060173],"study_design_scores_gemma":[0.0001503441,0.001094197,0.01342013,0.03299899,0.0002079056,0.002426682,0.0448227,0.0008954688,0.001217214,0.1061241,0.7962738,0.0003685248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003406313,0.06133824,0.01312403,0.9002653,0.008663563,0.0002136384,0.00004764531,0.0001765765,0.01276475],"genre_scores_gemma":[0.1790863,0.2957601,0.1643332,0.3203437,0.03095037,0.001596447,0.00020058,0.0004583067,0.007271097],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1345201,"threshold_uncertainty_score":0.7114187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05272315439022891,"score_gpt":0.4104838416028092,"score_spread":0.3577606872125803,"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."}}