{"id":"W2144088917","doi":"10.1111/j.1540-8191.2006.00300.x","title":"Managing Expectations and Fear Invited Commentary on \"Indecency in Cardiac Surgery: A Memoir of My Education at a Super-Esteemed Medical Place (SEMP),\" by Dr. Edmund Erde","year":2007,"lang":"en","type":"letter","venue":"Journal of Cardiac Surgery","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Memoir; Medicine; Medical education; Psychoanalysis; Art history","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01233709,0.0005209775,0.003012477,0.001676066,0.000313236,0.00002468418,0.0002814739,0.00151046,0.000388268],"category_scores_gemma":[0.008753971,0.000467079,0.0009685019,0.0007081968,0.0002542476,0.0003783042,0.0001736434,0.005580897,0.00001965858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009397385,"about_ca_system_score_gemma":0.001721504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008706744,"about_ca_topic_score_gemma":0.00005754712,"domain_scores_codex":[0.9874756,0.005449894,0.003133911,0.0004922639,0.002521613,0.0009267725],"domain_scores_gemma":[0.9515862,0.04465879,0.002087578,0.0005803119,0.0005062051,0.0005809413],"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":[0.0002968943,0.0002333496,0.1068805,0.001193354,0.0003725904,0.0001420583,0.002999954,3.008528e-7,0.00002099657,0.000001218948,0.8844191,0.003439605],"study_design_scores_gemma":[0.0002976839,0.00006696887,0.007771433,0.004958322,0.0003509943,0.00002421371,0.01164659,0.000004171166,0.00004591774,0.00005273408,0.9743605,0.000420428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3000881,0.006793222,0.00000374994,0.6861755,0.005725409,0.0006328372,0.0001283534,0.00001892849,0.0004338707],"genre_scores_gemma":[0.04393921,0.01767289,0.0001167023,0.9202601,0.01488893,0.0002019123,0.001649754,0.0002146014,0.001055903],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2561489,"threshold_uncertainty_score":0.9997858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03682493618066782,"score_gpt":0.3836776710012402,"score_spread":0.3468527348205723,"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."}}