{"id":"W2312653346","doi":"","title":"The $13 14 Billion Case for Safety in Healthcare","year":2014,"lang":"en","type":"article","venue":"ASSE Professional Development Conference and Exposition","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Health care; Business; Economics; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.001284754,0.0001065785,0.0001693018,0.0001105254,0.000564885,0.00005439955,0.00007733719,0.00008593685,0.00001077596],"category_scores_gemma":[0.00007674337,0.00008769234,0.0000223194,0.00009365801,0.00002649853,0.0001473237,0.00005858382,0.000119217,0.00003204237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009165582,"about_ca_system_score_gemma":0.00007950608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007250986,"about_ca_topic_score_gemma":0.002129489,"domain_scores_codex":[0.9988379,0.00005333325,0.0005182335,0.0002695749,0.0000411748,0.0002797983],"domain_scores_gemma":[0.9994335,0.0001592873,0.0001541449,0.0001149562,0.00005858311,0.00007958202],"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":[0.00008224847,0.00005162375,0.004880695,0.0001434319,0.00001205028,0.000005633135,0.001517866,0.000002500774,0.000008469858,0.8894491,0.0005015928,0.1033448],"study_design_scores_gemma":[0.0019914,0.0002258412,0.1434381,0.0003769847,0.000004334453,0.00004914132,0.001248987,0.005404297,0.000198653,0.3140668,0.5324107,0.0005847954],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7582098,0.001254601,0.054443,0.1761066,0.002651947,0.002489197,0.0000860858,0.00007787855,0.004680892],"genre_scores_gemma":[0.995849,0.0003038553,0.001151743,0.001380612,0.00005139808,0.0003068982,0.00006263443,0.000008024391,0.0008858693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5753824,"threshold_uncertainty_score":0.4344696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05910289953955235,"score_gpt":0.3010901716870416,"score_spread":0.2419872721474892,"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."}}