{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001441068,0.0002476037,0.0006940772,0.0007623074,0.0001460187,0.000008406221,0.0004081542,0.0003804211,0.00002331052],"category_scores_gemma":[0.0003825407,0.0002773325,0.0002516258,0.001106532,0.0003265805,0.0002262865,0.0003416247,0.0005418007,0.00001494627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009185645,"about_ca_system_score_gemma":0.001759789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007632747,"about_ca_topic_score_gemma":0.000536604,"domain_scores_codex":[0.9970052,0.0005255647,0.0006172454,0.0005608658,0.0009239465,0.0003671798],"domain_scores_gemma":[0.9979351,0.0003161287,0.0003616698,0.0004546078,0.0002608057,0.0006716923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003856272,0.001452282,0.9020799,0.0001172569,0.0003827779,0.003400292,0.002041575,0.0000353499,0.0000573004,0.001931792,0.0009052479,0.08373999],"study_design_scores_gemma":[0.01921662,0.0007571016,0.3691335,0.0005908491,0.0003422271,0.0001033174,0.01374565,0.00009551643,0.003148373,0.00005508784,0.5919907,0.0008210342],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8865066,0.0001578989,0.0009066245,0.0001644126,0.0003541451,0.0003226748,0.00001178801,0.0001306385,0.1114452],"genre_scores_gemma":[0.992296,0.00005995217,0.00310067,0.00001341052,0.00006516693,1.683837e-7,0.00002815034,0.00001365782,0.004422816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5910854,"threshold_uncertainty_score":0.9999679,"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."}}