{"id":"W3047722088","doi":"10.1080/15265161.2020.1782643","title":"Ethically Problematic Medical Device Representation","year":2020,"lang":"en","type":"editorial","venue":"The American Journal of Bioethics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health","keywords":"Bioethics; Representation (politics); Medical ethics; Medical device; Engineering ethics; Psychology; Epistemology; Medicine; Political science; Law; Philosophy; Engineering; Politics","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01765193,0.003040979,0.002899335,0.003118557,0.00535158,0.01159262,0.00504078,0.04356502,0.007209675],"category_scores_gemma":[0.07125499,0.001345156,0.002548062,0.001554798,0.007088389,0.007331112,0.003193861,0.04015777,0.005896274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007473684,"about_ca_system_score_gemma":0.01079893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004527888,"about_ca_topic_score_gemma":0.009696175,"domain_scores_codex":[0.9800866,0.007196319,0.001834137,0.001392411,0.008382959,0.001107728],"domain_scores_gemma":[0.9561486,0.02994998,0.002014269,0.000709726,0.009151247,0.002026124],"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":[0.000008530785,0.000004043346,0.00001133588,0.00008513818,0.000004583997,0.00004245579,0.00002743631,0.000009193423,0.00001092619,0.0008143758,0.9960691,0.00291297],"study_design_scores_gemma":[0.00004541796,0.00001487101,0.0001926738,0.001142271,0.00004324543,0.0001816271,0.0001464239,0.0001205818,0.0001044481,0.003033447,0.9949463,0.00002874658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007217766,0.01184644,0.0001421948,0.2314137,0.7510818,0.00002043069,0.00006466768,0.00005381178,0.005304829],"genre_scores_gemma":[0.001397304,0.007031246,0.0001791613,0.2373917,0.7421001,0.00005944425,0.00004337267,0.00003944166,0.01175821],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.956435,"threshold_uncertainty_score":0.09335345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4064051206381809,"score_gpt":0.6071488374288954,"score_spread":0.2007437167907145,"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."}}