{"id":"W4414308736","doi":"10.1080/15265161.2025.2543718","title":"Revisiting Professionalism and Breach of Confidentiality: Are “Neutral” Conditions the Answer?","year":2025,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Government (linguistics); Work (physics); Liability; Perspective (graphical)","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004429389,0.0001174269,0.0003596274,0.0001457571,0.0009476191,0.0001940197,0.0005874768,0.0001772585,0.00007480835],"category_scores_gemma":[0.001789491,0.00006958892,0.0001292659,0.0007651153,0.004311971,0.000209837,0.00005038349,0.004403383,0.000001778546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000485977,"about_ca_system_score_gemma":0.002323036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005700722,"about_ca_topic_score_gemma":0.0001375487,"domain_scores_codex":[0.9962375,0.002293846,0.0005985792,0.0001049674,0.0005909149,0.0001741974],"domain_scores_gemma":[0.9906105,0.00455362,0.003217352,0.0002437352,0.001341694,0.00003309138],"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":[0.00002208333,0.00002841871,0.0001951502,0.00009219012,0.0002538117,0.00001089409,0.03033043,0.000001339039,0.00002559994,0.06085728,0.9033313,0.004851438],"study_design_scores_gemma":[0.00006906949,0.00002970848,0.0009097949,0.0004840625,0.0002396963,0.00003407065,0.06669989,6.903551e-7,0.0000176612,0.007754172,0.923667,0.00009422129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004869366,0.0003595779,0.00005555696,0.9906054,0.0008683265,0.0001533859,0.00006945472,0.000006859187,0.003012139],"genre_scores_gemma":[0.2157338,0.001297807,0.0001619965,0.7758065,0.00392315,0.000006157102,0.00001924492,0.00001343978,0.003037827],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2147988,"threshold_uncertainty_score":0.9983977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154312738057294,"score_gpt":0.4620819013892313,"score_spread":0.3466506275835019,"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."}}