{"id":"W1983973208","doi":"10.1111/j.1748-720x.2008.00266.x","title":"Managing Incidental Findings in Human Subjects Research: Analysis and Recommendations","year":2008,"lang":"en","type":"review","venue":"The Journal of Law Medicine & Ethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":701,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Human Genome Research Institute","keywords":"Human research; Informed consent; Psychology; Participant observation; Institutional review board; Medical education; Medicine; Alternative medicine; Pathology; Sociology; Psychiatry; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.3234667,0.003550167,0.006387882,0.01552062,0.004248622,0.01338541,0.01069798,0.02039444,0.005351321],"category_scores_gemma":[0.5877938,0.003380773,0.005242357,0.01344819,0.01126227,0.02845295,0.007774785,0.01829848,0.004628516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01254748,"about_ca_system_score_gemma":0.07718182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01472548,"about_ca_topic_score_gemma":0.02655555,"domain_scores_codex":[0.6120259,0.2844212,0.05012475,0.005431746,0.04419644,0.003799825],"domain_scores_gemma":[0.243952,0.5310445,0.04837747,0.02164141,0.1462113,0.008773275],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004742728,0.0002809448,0.003946408,0.0386879,0.0005731094,0.001040151,0.004163605,0.001076606,0.0003994383,0.0283245,0.311275,0.6097581],"study_design_scores_gemma":[0.0009708041,0.000398827,0.006013216,0.3268735,0.002750025,0.002706352,0.01220505,0.004168253,0.001198705,0.1265811,0.5155216,0.0006125894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001222441,0.1465148,0.02736198,0.8010156,0.009737886,0.006021557,0.0006073796,0.0003962611,0.007122198],"genre_scores_gemma":[0.02640759,0.4160298,0.3331653,0.1798688,0.01138293,0.02311747,0.001023048,0.0002461924,0.008758781],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6765333,"threshold_uncertainty_score":0.834286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8173813325809884,"score_gpt":0.6894667605983835,"score_spread":0.1279145719826049,"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."}}