{"id":"W2066822185","doi":"10.1503/cmaj.061353","title":"The effect of privacy legislation on observational research","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; Heart and Stroke Foundation of Canada","keywords":"Legislation; Confidentiality; Government (linguistics); Internet privacy; Privacy law; Information privacy; Personally identifiable information; Privacy policy; Observational study; Privacy protection; Computer science; Computer security; Political science; Medicine; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":["metaresearch"],"category_scores_codex":[0.03428074,0.00007769906,0.0002194075,0.00022369,0.001009102,0.00003725201,0.0003596821,0.0006066159,0.0008263447],"category_scores_gemma":[0.2313892,0.00004957586,0.0001304488,0.000505488,0.0003491806,0.0000658398,0.00003230665,0.005748496,0.0001735337],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319941,"about_ca_system_score_gemma":0.009724801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000914061,"about_ca_topic_score_gemma":0.005186494,"domain_scores_codex":[0.9900715,0.001059602,0.0006052991,0.0001511908,0.007577186,0.0005352374],"domain_scores_gemma":[0.9594043,0.03629738,0.0001946629,0.0002430427,0.002493569,0.001366971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00027888,0.00004808242,0.7785203,0.0000321054,0.0001613171,0.0004245443,0.0003286232,0.000007058652,0.00004491187,0.01073029,0.186074,0.02334986],"study_design_scores_gemma":[0.002404778,0.001749497,0.655528,0.0003495209,0.00001576244,0.0003131524,0.00007152274,0.0003861703,0.0003075684,0.00488807,0.3338976,0.00008834742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7977432,0.0001508165,0.00001654861,0.1838921,0.0005087683,0.0002878294,0.000005848722,0.000008313944,0.01738658],"genre_scores_gemma":[0.9901044,0.0008523958,0.00006405867,0.002145273,0.001704924,0.00001155173,0.000007557915,0.00001466113,0.005095142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1971085,"threshold_uncertainty_score":0.9965453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4410367248422022,"score_gpt":0.5512295406769674,"score_spread":0.1101928158347652,"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."}}