{"id":"W214194437","doi":"","title":"Trends in collection, use and disclosure of personal information in contemporary health research: challenges for research governance.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Health care; Health policy; HRHIS; Public health; Health equity; Environmental health; Public health informatics; Health education; International health; Public relations; Observational study; Health services research; Psychology; Medicine; Political science; Nursing; Economic growth; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5353153,0.0006223874,0.002226168,0.01121841,0.006143484,0.02717586,0.008271821,0.01097293,0.003992085],"category_scores_gemma":[0.6935768,0.002041887,0.001501156,0.0325187,0.02609644,0.03612847,0.01745146,0.01736009,0.001468228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0241953,"about_ca_system_score_gemma":0.05606337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01956304,"about_ca_topic_score_gemma":0.01420658,"domain_scores_codex":[0.4140545,0.3917945,0.07593619,0.03126538,0.08051776,0.006431662],"domain_scores_gemma":[0.1013864,0.6284848,0.09810143,0.09036271,0.07025112,0.01141349],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002933915,0.0001728552,0.05654894,0.00819047,0.0002904768,0.0002243097,0.04796348,0.001261213,0.0008990146,0.2696411,0.09865668,0.5158582],"study_design_scores_gemma":[0.0001126115,0.000410823,0.09095582,0.02780498,0.0001732751,0.001144928,0.03626288,0.003332508,0.001182221,0.1717218,0.6663985,0.0004995915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02128278,0.09180003,0.05408551,0.8024074,0.005157532,0.001320446,0.00300512,0.0004057506,0.02053542],"genre_scores_gemma":[0.4893548,0.130732,0.1507389,0.194646,0.01637554,0.006730129,0.005209154,0.0008082492,0.005405292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4646847,"threshold_uncertainty_score":0.5730391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5317176009715705,"score_gpt":0.4674966821414896,"score_spread":0.06422091883008091,"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."}}