{"id":"W4286610607","doi":"10.1201/9781003017523-3","title":"Patient Data Privacy, Protected Health Information, and Ethics of Real-World Evidence","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internet privacy; Real world evidence; Real world data; Information privacy; Business; Medicine; Computer science; Data science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01269976,0.0004756892,0.0006407663,0.001070198,0.002043136,0.009316321,0.001182441,0.004502531,0.005081192],"category_scores_gemma":[0.01443724,0.0004283452,0.0003130068,0.00144179,0.02508923,0.007278141,0.003370493,0.007840131,0.002926443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003378921,"about_ca_system_score_gemma":0.007426657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032344,"about_ca_topic_score_gemma":0.003025123,"domain_scores_codex":[0.9882098,0.007404833,0.0004570743,0.0005910136,0.00304891,0.0002883625],"domain_scores_gemma":[0.9842435,0.01350951,0.0003982823,0.0007976041,0.0007786306,0.0002724777],"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":[0.000003892847,0.000007231162,0.00003893992,0.0001639463,0.000003428761,0.00005516705,0.002713484,0.0001082925,0.00005161236,0.9200751,0.05681048,0.01996841],"study_design_scores_gemma":[0.000004804106,0.000009044291,0.0001055308,0.0008365859,0.000003271354,0.0002413779,0.0006287624,0.0001534953,0.0001047614,0.5224374,0.4754651,0.000009801161],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0015425,0.06907233,0.03531773,0.1124348,0.004387843,0.0002671386,0.000258172,0.0001123926,0.7766072],"genre_scores_gemma":[0.1351782,0.1097312,0.07878937,0.1025441,0.01040549,0.001509076,0.0006083393,0.0004291372,0.560805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9954975,"threshold_uncertainty_score":0.06716353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.664145442216884,"score_gpt":0.5818815374085153,"score_spread":0.08226390480836865,"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."}}