{"id":"W4402169061","doi":"10.1080/15265161.2024.2377113","title":"Inclusion Not Conformity: A Response to a Call for Diversity Based on a Recent Survey of American Bioethicists","year":2024,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Ethics in medical practice","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Western University","funders":"","keywords":"Conformity; Diversity (politics); Inclusion (mineral); Political science; Sociology; Psychology; Social psychology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.09750957,0.0005515117,0.001954581,0.0009218557,0.002518744,0.00003034801,0.002399294,0.001178564,0.00005332823],"category_scores_gemma":[0.1278567,0.0003678245,0.0004614828,0.00191925,0.006269728,0.00007380149,0.00324236,0.04153638,0.00007051509],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072167,"about_ca_system_score_gemma":0.006833232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01292725,"about_ca_topic_score_gemma":0.001281505,"domain_scores_codex":[0.9614632,0.03121702,0.002149533,0.0005404007,0.003715127,0.0009147817],"domain_scores_gemma":[0.8240343,0.1638261,0.005977868,0.001142613,0.004629552,0.0003896283],"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":[0.05406099,0.0001670573,0.000395252,0.001104692,0.0004480589,0.0002709792,0.02188472,0.00003754126,0.0001678563,0.0001446976,0.9108039,0.01051433],"study_design_scores_gemma":[0.001576527,0.01377968,0.002758337,0.00502652,0.0008538377,0.00002890212,0.004815963,0.0003729686,0.000121449,0.002475313,0.9674255,0.0007650349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01583572,0.00006785693,0.003392857,0.9757727,0.002211683,0.001295379,0.001161966,0.00004006076,0.0002217667],"genre_scores_gemma":[0.1060405,0.0006252294,0.003073953,0.8883967,0.001333925,0.00002662792,0.00004460469,0.0001187269,0.0003396705],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1374289,"threshold_uncertainty_score":0.9998774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2362971527771297,"score_gpt":0.5117158163153183,"score_spread":0.2754186635381886,"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."}}