{"id":"W2908585814","doi":"10.7202/1058271ar","title":"Access to Personal Information for Public Health Research: Transparency Should Always Be Mandatory","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Institut pour la Recherche en Santé Publique; Université de Montréal","keywords":"Transparency (behavior); Internet privacy; Personally identifiable information; Public relations; Business; Information privacy; Work (physics); Exceptionalism; Public disclosure; Public health; Data Protection Act 1998; Political science; Medicine; Law; Computer science; Nursing","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":[],"category_scores_codex":[0.02820962,0.0001179734,0.0003778144,0.001297849,0.0003256031,0.0002991191,0.0007075553,0.0005562505,0.0004826983],"category_scores_gemma":[0.02315901,0.0001044046,0.0001741674,0.0006507814,0.0005611808,0.0007069651,0.00003908702,0.005137605,0.0000609001],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009199693,"about_ca_system_score_gemma":0.04072489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00413067,"about_ca_topic_score_gemma":0.08522967,"domain_scores_codex":[0.9958906,0.0002614689,0.000887454,0.000176704,0.001888857,0.0008949603],"domain_scores_gemma":[0.9868047,0.004103389,0.000224485,0.0003366157,0.00489559,0.003635269],"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":[0.001804741,0.0003296206,0.1303208,0.009539094,0.0006563403,0.0002034705,0.08946012,0.00005846116,0.0002549156,0.2510804,0.4106239,0.1056682],"study_design_scores_gemma":[0.002901024,0.005759271,0.01880088,0.001426939,0.00002613181,0.0001219695,0.008163292,0.00023687,0.0002246342,0.01011547,0.9519464,0.000277158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09580734,0.0004897964,0.003139373,0.8938587,0.001007285,0.001392032,0.0003038258,0.00001077734,0.003990832],"genre_scores_gemma":[0.9591126,0.0004662314,0.001745406,0.03759262,0.0003909674,0.0000130876,0.00004133646,0.00002660346,0.0006111527],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8633053,"threshold_uncertainty_score":0.9971576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9366427383140999,"score_gpt":0.655268241034295,"score_spread":0.2813744972798049,"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."}}