{"id":"W7017602837","doi":"","title":"Avvisi di sicurezza (FSN) in Ingegneria Clinica: analisi, tracciabilità e integrazione tramite API RESTful nel gestionale AT2.0","year":2025,"lang":"it","type":"article","venue":"Electronic Theses and Dissertations Repository (University of Pisa)","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engine room","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008203914,0.0005701969,0.0007562609,0.001766325,0.0009319476,0.00468489,0.001306565,0.001086161,0.01714183],"category_scores_gemma":[0.02030487,0.0003780105,0.001061904,0.001762798,0.001177824,0.00198364,0.002280682,0.001904216,0.004231049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002298304,"about_ca_system_score_gemma":0.003526718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203236,"about_ca_topic_score_gemma":0.01559335,"domain_scores_codex":[0.9921657,0.002223545,0.0005199205,0.000852068,0.00333608,0.0009027431],"domain_scores_gemma":[0.9861394,0.006198339,0.001883238,0.001057575,0.003191797,0.001529692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004757239,0.0007233673,0.251954,0.002632878,0.0004201972,0.001031656,0.006376742,0.001560167,0.00801982,0.00577307,0.0353655,0.6813854],"study_design_scores_gemma":[0.0004710812,0.006632304,0.5539639,0.003847705,0.001801045,0.006107848,0.01245165,0.007784365,0.01946575,0.00977018,0.3773492,0.0003550371],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7944582,0.03633243,0.03293467,0.01367364,0.001680938,0.001551202,0.005308161,0.00288062,0.1111801],"genre_scores_gemma":[0.9456721,0.007934523,0.01392413,0.002859875,0.0004536135,0.0007558816,0.002544516,0.0007194913,0.02513581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01714183,"threshold_uncertainty_score":0.05734509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398816751811253,"score_gpt":0.3530352160761782,"score_spread":0.3290470485580657,"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."}}