{"id":"W4404755993","doi":"10.1186/s12910-024-01140-x","title":"Regulating professional ethics in a context of technological change","year":2024,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; University of Ottawa; Athabasca University; Western University","funders":"College of Optometrists","keywords":"Philosophy of medicine; Engineering ethics; Context (archaeology); Medical law; Environmental ethics; Sociology; Epistemology; Social science; Political science; Philosophy; Law; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1259051,0.0003638496,0.0007810721,0.002911353,0.03453856,0.0194685,0.002997595,0.01258213,0.00185298],"category_scores_gemma":[0.1278815,0.0007751531,0.0006317963,0.003140886,0.1532152,0.009272945,0.01511082,0.01239645,0.0003184495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08251664,"about_ca_system_score_gemma":0.1663164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.126807,"about_ca_topic_score_gemma":0.1303328,"domain_scores_codex":[0.7938427,0.1475689,0.006441903,0.007072982,0.0331023,0.01197119],"domain_scores_gemma":[0.596368,0.3037551,0.03220206,0.01219255,0.03518287,0.02029942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002841146,0.00005321543,0.00944993,0.0003103846,0.00001793336,0.001635785,0.7776887,0.0005248487,0.0008279727,0.1873242,0.005461989,0.01667665],"study_design_scores_gemma":[0.00005341362,0.00008420356,0.01109658,0.002683202,0.00003117443,0.001646169,0.4927447,0.001089681,0.0009368988,0.1582049,0.3312691,0.0001600772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3913275,0.009575294,0.03353166,0.4051255,0.001278024,0.0005684819,0.00004338626,0.00008988358,0.1584603],"genre_scores_gemma":[0.9791916,0.001200671,0.004094703,0.01302119,0.0001715443,0.0001315991,0.00001074795,0.00002005168,0.002157853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.126807,"threshold_uncertainty_score":0.6658577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5848383916268011,"score_gpt":0.561111892816341,"score_spread":0.02372649881046007,"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."}}