{"id":"W2037416364","doi":"10.1097/00006247-200512000-00009","title":"Harness technology for sustainable regulatory compliance","year":2005,"lang":"en","type":"article","venue":"Nursing Management","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health","funders":"","keywords":"Compliance (psychology); Process (computing); Risk analysis (engineering); Process management; Business; Environmental regulation; Operations management; Computer science; Engineering; Public economics; Economics; Psychology","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":[0.009552922,0.0006806201,0.0003849308,0.001622252,0.001893961,0.006148404,0.001028226,0.005601873,0.01471456],"category_scores_gemma":[0.02080896,0.0003658518,0.0008288018,0.0008827838,0.005875811,0.008532535,0.005585932,0.00497796,0.006281569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00221015,"about_ca_system_score_gemma":0.006358827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007338424,"about_ca_topic_score_gemma":0.0009068443,"domain_scores_codex":[0.9892924,0.003833277,0.0005784637,0.0009433192,0.004759536,0.0005930389],"domain_scores_gemma":[0.9919131,0.003676999,0.0007123631,0.001553844,0.001806489,0.0003372816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002237286,0.00009143353,0.0004301829,0.0003066584,0.00003184039,0.0001830011,0.0007959045,0.001309949,0.003984379,0.8655581,0.03534045,0.09194561],"study_design_scores_gemma":[0.00003561618,0.000204705,0.0003536745,0.0004766501,0.00002773034,0.0002256234,0.0008805309,0.001660109,0.007668695,0.4530639,0.5353531,0.00004963091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01187611,0.006749371,0.31744,0.1591906,0.005871056,0.0007223457,0.0001613276,0.001247336,0.4967419],"genre_scores_gemma":[0.4400086,0.01633838,0.2251998,0.06407332,0.003836944,0.002256687,0.0003178919,0.0007341973,0.2472342],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01471456,"threshold_uncertainty_score":0.05052131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587552232828063,"score_gpt":0.2968154499327507,"score_spread":0.28093992760447,"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."}}