{"id":"W2085786250","doi":"10.1037/a0022507","title":"Research and confidentiality: Legal issues and risk management strategies.","year":2011,"lang":"en","type":"article","venue":"Psychology Public Policy and Law","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidentiality; Business; Risk management; Internet privacy; Risk analysis (engineering); Computer security; Computer science; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006253987,0.0001215151,0.0002581617,0.000325723,0.0002914153,0.0001897341,0.0001741481,0.0003779515,0.0002288164],"category_scores_gemma":[0.0008334288,0.0001028916,0.00002416951,0.0002747297,0.003918329,0.0002184294,0.0003530741,0.001656624,0.00002561227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001586691,"about_ca_system_score_gemma":0.0001207494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01564332,"about_ca_topic_score_gemma":0.002249053,"domain_scores_codex":[0.9977504,0.0003746579,0.0002941649,0.000554604,0.0004459093,0.0005802813],"domain_scores_gemma":[0.9978278,0.0009993548,0.00004725968,0.0005079872,0.0002480381,0.0003695144],"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":[0.000165791,0.0001758557,0.005738072,0.0001325925,0.0001515418,0.00004786833,0.0005067213,1.131039e-9,0.00001729682,0.9846981,0.001296059,0.007070126],"study_design_scores_gemma":[0.001539721,0.0007332789,0.09687226,0.00003752363,0.00003096983,0.000113233,0.001022292,0.000002723463,0.00002418777,0.7441514,0.155373,0.00009944438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3131674,0.00162961,0.00005133797,0.02562892,0.00008068906,0.0003159045,0.00001014844,0.00004109427,0.6590749],"genre_scores_gemma":[0.9632785,0.02529423,0.0006834814,0.003261377,0.0002747418,0.0000315038,0.000003836426,0.00001634954,0.007156008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6519189,"threshold_uncertainty_score":0.9987924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5673259124593821,"score_gpt":0.6277439171839385,"score_spread":0.06041800472455638,"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."}}