{"id":"W7062703528","doi":"","title":"Towards a Model for Risk and Consent Management of Private Health Information","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Custodians; Personally identifiable information; Informed consent; Health care; Confidentiality; Risk management; Masking (illustration); Information privacy; Private information retrieval","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":[0.01373574,0.001401257,0.001746326,0.001779091,0.002000089,0.007762229,0.004811805,0.007143936,0.006594993],"category_scores_gemma":[0.02912082,0.001432556,0.002720335,0.002349042,0.005200504,0.008948821,0.005040043,0.006238775,0.001604119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006321969,"about_ca_system_score_gemma":0.007637875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02216555,"about_ca_topic_score_gemma":0.01347303,"domain_scores_codex":[0.9908827,0.004780319,0.0005725419,0.001338248,0.001705206,0.000721001],"domain_scores_gemma":[0.9780443,0.01572563,0.001928593,0.001264936,0.00215105,0.0008855936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006899487,0.00006164686,0.000768418,0.0000743345,0.00005531246,0.000302404,0.0006626566,0.2168964,0.0003398982,0.7700225,0.002173212,0.00857424],"study_design_scores_gemma":[0.00004659453,0.00002549423,0.0001150623,0.00003758199,0.00003098698,0.00008754533,0.00007920278,0.5603383,0.0001344458,0.4344412,0.004630273,0.0000334412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005914198,0.0002567882,0.9799186,0.004000231,0.00006047947,0.0001668663,0.000344035,0.0001991677,0.009139599],"genre_scores_gemma":[0.3703758,0.001412481,0.5986119,0.001291472,0.000420275,0.001216601,0.0009627625,0.0002052262,0.02550346],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02216555,"threshold_uncertainty_score":0.07264239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445108457802093,"score_gpt":0.2378069243027537,"score_spread":0.2233558397247327,"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."}}