{"id":"W4224244413","doi":"10.1038/s42256-022-00479-3","title":"Ethics methods are required as part of reporting guidelines for artificial intelligence in healthcare","year":2022,"lang":"en","type":"article","venue":"Nature Machine Intelligence","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Institute for Work & Health; Public Health Ontario; Hospital for Sick Children","funders":"","keywords":"Health care; Business; Medical emergency; Medicine; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4196166,0.001496621,0.003997357,0.008233668,0.009175781,0.02342569,0.009125991,0.05103609,0.01868512],"category_scores_gemma":[0.6731195,0.004058308,0.005558869,0.006401282,0.01155692,0.01435754,0.008822205,0.04776768,0.02427483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006317974,"about_ca_system_score_gemma":0.07807913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00646661,"about_ca_topic_score_gemma":0.007440879,"domain_scores_codex":[0.4649254,0.2971133,0.1465287,0.007826271,0.06998982,0.01361655],"domain_scores_gemma":[0.1258853,0.5702384,0.04637188,0.08084138,0.1677419,0.008921068],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002615828,0.0004683622,0.003491149,0.003683904,0.0002051142,0.001031933,0.007554147,0.0008305173,0.001490309,0.2122143,0.6862516,0.08251722],"study_design_scores_gemma":[0.0003012984,0.0002082867,0.003804624,0.01364288,0.0002225163,0.001622727,0.003703007,0.002858354,0.003206271,0.120018,0.8500336,0.0003784437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00606078,0.00714484,0.2257509,0.4737554,0.04137088,0.02323728,0.005692523,0.00430425,0.2126831],"genre_scores_gemma":[0.06365497,0.006799895,0.4008459,0.3469132,0.01450257,0.06488658,0.007586633,0.002340645,0.09246973],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5803834,"threshold_uncertainty_score":0.715716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4657308229545707,"score_gpt":0.6054017941995015,"score_spread":0.1396709712449307,"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."}}