{"id":"W3025355503","doi":"10.2196/15880","title":"Good News and Bad News About Incentives to Violate the Health Insurance Portability and Accountability Act (HIPAA): Scenario-Based Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Health Insurance Portability and Accountability Act; Accountability; Incentive; Protected health information; Business; Health care; Actuarial science; Public relations; Accounting; Economics; Health policy; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001411516,0.0002292382,0.0003641263,0.00005217512,0.000328973,0.0003044142,0.0007837206,0.0001084616,0.00001566219],"category_scores_gemma":[0.0003353888,0.0001603411,0.00004957991,0.0005369877,0.0002149562,0.001405083,0.0005075125,0.0005393359,0.00002545145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000725831,"about_ca_system_score_gemma":0.0005422517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003317043,"about_ca_topic_score_gemma":0.0006616408,"domain_scores_codex":[0.9971688,0.0002330583,0.001057703,0.0002459724,0.0009208383,0.0003736737],"domain_scores_gemma":[0.9980448,0.0001184386,0.0003201724,0.0005820024,0.0001410411,0.0007935331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009686004,0.0004678947,0.4235242,0.0005601505,0.00002916404,0.000003796216,0.2167943,0.00002179023,4.950686e-7,0.002531371,0.002294923,0.353675],"study_design_scores_gemma":[0.00143668,0.0006465515,0.8862116,0.0001359529,0.000004619308,0.000009777802,0.007449194,0.09405379,0.000004396784,0.0001677266,0.009565921,0.0003137486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383451,0.00007787497,0.03372154,0.0255791,0.0001692288,0.001578246,0.00001835868,0.0001956294,0.0003149264],"genre_scores_gemma":[0.9656679,0.00003978217,0.002087521,0.03207977,0.00004601745,0.00006627119,0.000005158183,0.000005093542,0.000002459012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4626875,"threshold_uncertainty_score":0.6538522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560252571583066,"score_gpt":0.3034867933439655,"score_spread":0.2878842676281348,"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."}}