{"id":"W4385226456","doi":"10.2196/49439","title":"Demographic Comparison of Information Security Behavior Toward Health Information System Protection: Survey Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Information and Cyber Security","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Indonesia","keywords":"Test (biology); Descriptive statistics; Harm; Psychology; Scale (ratio); Information security; Applied psychology; Affect (linguistics); Gerontology; Environmental health; Social psychology; Statistics; Medicine; Computer science; Computer security; Geography; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002453406,0.000199763,0.0002365904,0.001706899,0.0004325647,0.0005793052,0.0002124937,0.000507926,0.002184037],"category_scores_gemma":[0.005895443,0.0002887006,0.0003693244,0.001508597,0.0003988639,0.00108794,0.0006251777,0.0005208123,0.0005310493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004256425,"about_ca_system_score_gemma":0.0004130725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909977,"about_ca_topic_score_gemma":0.002046361,"domain_scores_codex":[0.9980141,0.0009291895,0.0002747378,0.000220263,0.0003190116,0.000242745],"domain_scores_gemma":[0.9941974,0.001808081,0.002315115,0.0002693837,0.0007784013,0.0006316619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003032609,0.0001148102,0.9977617,0.00001130756,0.00001472285,0.00002596499,0.0008271304,0.00001840319,0.00009923155,0.00002047511,0.00006851651,0.00100734],"study_design_scores_gemma":[0.000002958486,0.0003796985,0.9961888,0.000006967346,0.000007862675,0.0001174831,0.002804707,0.0001608792,0.00007315715,0.00001170921,0.000240373,0.000005445526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992281,0.00002437146,0.0001233336,0.00002674176,0.000001951719,0.00003671438,0.0002486306,0.000001619023,0.0003085135],"genre_scores_gemma":[0.999294,0.00004282689,0.0001281005,0.00003841332,0.000004651952,0.00006986022,0.0002644788,0.000001417973,0.0001562049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002453406,"threshold_uncertainty_score":0.01297498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221087673900505,"score_gpt":0.4248576993085959,"score_spread":0.3027489319185455,"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."}}