{"id":"W1567378920","doi":"","title":"Opt out, not opt in.","year":2003,"lang":"en","type":"letter","venue":"PubMed","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opt-out; Opt-in email; Human immunodeficiency virus (HIV); Disease control; Computer science; Disease Eradication; Medicine; Data science; Family medicine; Disease; World Wide Web; Virology; Pathology","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":[0.005569944,0.0004123907,0.0005604455,0.0002971213,0.00396602,0.002441433,0.001093227,0.03188048,0.009082741],"category_scores_gemma":[0.02560323,0.000415513,0.0005519176,0.0003562857,0.003364805,0.002768191,0.001366199,0.02335517,0.008009027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003403119,"about_ca_system_score_gemma":0.005854069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01093453,"about_ca_topic_score_gemma":0.03141264,"domain_scores_codex":[0.9958106,0.0016667,0.0004085208,0.000432977,0.001113559,0.0005675767],"domain_scores_gemma":[0.9931071,0.003768855,0.0004579323,0.0002636517,0.001125505,0.001276996],"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":[0.00004140711,0.00002553883,0.0008264537,0.00002815708,0.000004030246,0.0007255519,0.000345239,0.00001341118,0.0001514928,0.009067419,0.9794453,0.009325938],"study_design_scores_gemma":[0.00009846369,0.00007615994,0.001666736,0.0002791988,0.00001240362,0.003324285,0.001466052,0.000193987,0.0002950362,0.0130823,0.9794692,0.00003616692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004775476,0.0005597645,0.0001196624,0.986013,0.005228695,0.000009938859,0.00003005343,0.00001455579,0.007546725],"genre_scores_gemma":[0.003538489,0.000229231,0.0001211835,0.9851247,0.002442705,0.00001761311,0.000009444283,0.000008416101,0.00850818],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9681195,"threshold_uncertainty_score":0.03038478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.614866102968694,"score_gpt":0.5237813881229533,"score_spread":0.09108471484574077,"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."}}