{"id":"W163498270","doi":"10.1111/j.1365-2923.2010.03722.x","title":"A medical ethical reasoning model and its contributions to medical education","year":2010,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethical decision; Cognition; Psychology; Moral reasoning; Analytic reasoning; Ethical theories; Engineering ethics; Logical reasoning; Action (physics); Ethical issues; Medical ethics; Deductive reasoning; Social psychology; Epistemology; Computer science; Mathematics education; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01106241,0.0005250796,0.0003019462,0.003320038,0.00184478,0.004886433,0.001186638,0.002552744,0.003502848],"category_scores_gemma":[0.02352554,0.0003418397,0.0008670552,0.002105828,0.009863297,0.005186007,0.002966904,0.002702419,0.0005871695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006095762,"about_ca_system_score_gemma":0.008298545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003514488,"about_ca_topic_score_gemma":0.002638295,"domain_scores_codex":[0.9907613,0.006802982,0.0003852829,0.000419938,0.001315374,0.0003150867],"domain_scores_gemma":[0.9680812,0.02582281,0.001519215,0.0009743288,0.002475818,0.001126714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003016739,0.0001810613,0.004835649,0.0003545746,0.00002348977,0.0002284806,0.01361471,0.005651385,0.0001907141,0.9176382,0.002064975,0.05518655],"study_design_scores_gemma":[0.00005198049,0.00007876256,0.002533822,0.0007841506,0.00002768528,0.0004077267,0.006294951,0.02723208,0.0003862967,0.9286086,0.03355129,0.00004258954],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1090728,0.007110457,0.4839418,0.0663281,0.0005551676,0.0007667929,0.0001828885,0.0003238017,0.3317183],"genre_scores_gemma":[0.8266845,0.001608421,0.1651982,0.001260683,0.0001323247,0.0004486438,0.0000981344,0.00002553963,0.004543622],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01106241,"threshold_uncertainty_score":0.05850428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00941340662988621,"score_gpt":0.4026961563302484,"score_spread":0.3932827497003622,"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."}}