{"id":"W4386279653","doi":"10.1080/15265161.2023.2237762","title":"Acknowledging Complexity and Reimagining IRBs: A Reply to Discussions of the Protection–Inclusion Dilemma","year":2023,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Center for Advancing Translational Sciences","keywords":"Dilemma; Inclusion (mineral); Sociology; Political science; Epistemology; Philosophy; Gender studies","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":[],"consensus_categories":[],"category_scores_codex":[0.06450782,0.001275582,0.001706031,0.001222053,0.02257116,0.0139592,0.006024004,0.1255714,0.005028939],"category_scores_gemma":[0.1691997,0.001897561,0.002211784,0.001960516,0.01783809,0.01989766,0.008075536,0.1147728,0.002627591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01400942,"about_ca_system_score_gemma":0.02679083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02167111,"about_ca_topic_score_gemma":0.0286903,"domain_scores_codex":[0.9537099,0.02624225,0.004574461,0.002887493,0.008692848,0.003893092],"domain_scores_gemma":[0.8594409,0.104471,0.004893104,0.002500984,0.01699364,0.0117004],"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":[0.00005830291,0.00003382684,0.0004608615,0.0001069077,0.00001969151,0.002157956,0.009007507,0.0001666475,0.0003430884,0.01677498,0.9633487,0.007521608],"study_design_scores_gemma":[0.00009772158,0.00007833698,0.001132359,0.0008047298,0.00003671367,0.002473507,0.02013881,0.001048729,0.0004786783,0.03331303,0.9401201,0.0002771955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002962206,0.0002889142,0.0001295466,0.9945692,0.004028664,0.000005340657,0.000004991532,0.00001130371,0.0006659233],"genre_scores_gemma":[0.003368869,0.0002140997,0.0003418336,0.9906452,0.003790562,0.00002307288,0.000003658983,0.0000269559,0.001585883],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1255714,"threshold_uncertainty_score":0.341154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2745259023427176,"score_gpt":0.4738152795457629,"score_spread":0.1992893772030453,"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."}}