{"id":"W7075756801","doi":"","title":"Quality Measurement in Neonatal Surgical Disorders: Development of Clinical Indicators","year":2015,"lang":"en","type":"article","venue":"Utrecht University Repository (Utrecht University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Quality (philosophy); Selection (genetic algorithm); Performance indicator; Quality management; MEDLINE; Process (computing)","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":[0.1042337,0.001065929,0.001838209,0.01233913,0.001039843,0.004881575,0.00148273,0.0008896276,0.0008355018],"category_scores_gemma":[0.172247,0.0003990796,0.001634607,0.01132682,0.001358185,0.003951614,0.003769464,0.002035924,0.0001964747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00534203,"about_ca_system_score_gemma":0.01214416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003329316,"about_ca_topic_score_gemma":0.00242633,"domain_scores_codex":[0.8984658,0.05554191,0.02323659,0.003190456,0.01791111,0.00165406],"domain_scores_gemma":[0.7820277,0.09788672,0.04217005,0.007794314,0.06624187,0.0038794],"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":[0.0005494886,0.0006949642,0.4654416,0.006577138,0.001090359,0.00008530317,0.002511276,0.01083722,0.001548983,0.01666392,0.009432891,0.484567],"study_design_scores_gemma":[0.0005003614,0.003653161,0.7919489,0.01171471,0.001461116,0.0006216062,0.00754672,0.06464106,0.01379928,0.03167669,0.07200903,0.0004273113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2432529,0.01856714,0.659821,0.0145871,0.001335739,0.0108314,0.007671171,0.001249983,0.04268345],"genre_scores_gemma":[0.5735003,0.003777794,0.4107671,0.0008633118,0.0002594854,0.005001578,0.005201387,0.00008486929,0.0005441288],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1042337,"threshold_uncertainty_score":0.5512473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08380809938870395,"score_gpt":0.3019166626782466,"score_spread":0.2181085632895426,"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."}}