{"id":"W1867621500","doi":"10.1136/jamia.2009.000232","title":"The inadvertent disclosure of personal health information through peer-to-peer file sharing programs","year":2010,"lang":"en","type":"article","venue":"Journal of the American Medical Informatics Association","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"Vanderbilt University","keywords":"Personally identifiable information; File sharing; Information sharing; Internet privacy; Computer science; Peer-to-peer; World Wide Web; Business; Computer security; The Internet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01536505,0.0001436643,0.0004720094,0.00009573668,0.001096863,0.00008411388,0.0008666064,0.0001616591,0.0003034451],"category_scores_gemma":[0.01808736,0.0000747654,0.00020008,0.0006947816,0.0001503017,0.002038188,0.0002511253,0.002356662,0.00005843415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000677705,"about_ca_system_score_gemma":0.001653441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00036602,"about_ca_topic_score_gemma":0.0001812442,"domain_scores_codex":[0.991436,0.0003828351,0.004153437,0.00005115299,0.003437004,0.0005395578],"domain_scores_gemma":[0.9843676,0.001092955,0.0109551,0.0003215552,0.002883843,0.0003789227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000181292,0.0001559549,0.1945042,0.0006171284,0.0001384581,1.685118e-7,0.1334695,0.00002727809,0.000004042885,0.001532407,0.3977676,0.271602],"study_design_scores_gemma":[0.0009458526,0.0003696149,0.2030006,0.0006060646,0.00002504624,0.000009580008,0.03256338,0.01601042,0.000007906609,0.0005866832,0.7457188,0.0001560463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8848184,0.00001319777,0.004996079,0.1022682,0.003150485,0.00120916,0.0001981632,0.00003376378,0.003312547],"genre_scores_gemma":[0.9408258,0.0001179644,0.009523698,0.04732003,0.0008502062,0.00008295558,0.0001551355,0.00001900678,0.001105249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3479512,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451073230213282,"score_gpt":0.4099741570543592,"score_spread":0.3854634247522264,"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."}}