{"id":"W4382644804","doi":"10.54941/ahfe1003478","title":"Quality Care and Patient Safety: A Best Practice Model for Medical Error Disclosure","year":2023,"lang":"en","type":"article","venue":"AHFE international","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blame; Health care; Patient safety; Regret; Documentation; Full disclosure; Best practice; Quality (philosophy); Business; Process (computing); Psychology; Computer science; Political science; Social psychology; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001331096,0.0001093837,0.0001859035,0.00006215679,0.0003163798,0.00001378627,0.0001945779,0.0002120611,0.0008807354],"category_scores_gemma":[0.02325405,0.0000892187,0.00005875868,0.00009155367,0.00008180768,0.0002700477,0.0002215077,0.0004840504,0.0002895621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061316,"about_ca_system_score_gemma":0.0003919641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003199796,"about_ca_topic_score_gemma":0.0003652215,"domain_scores_codex":[0.9976113,0.0003261651,0.0005918235,0.0003007972,0.0008819627,0.0002879441],"domain_scores_gemma":[0.9936799,0.005149271,0.0002115484,0.0001882634,0.0005334622,0.0002375051],"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":[0.003571622,0.001368562,0.06012581,0.002215412,0.000605115,0.00008745695,0.1865069,0.0003501842,0.00007559509,0.2296232,0.3182068,0.1972634],"study_design_scores_gemma":[0.001241021,0.0001621192,0.002571313,0.0002343172,0.00003414378,0.000003421591,0.05427392,0.04269098,0.0000024488,0.002602906,0.8960268,0.0001565497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.444333,0.0003066929,0.006878733,0.5003487,0.003270042,0.001704161,0.0007917556,0.0002670795,0.04209983],"genre_scores_gemma":[0.9844423,0.000256355,0.002597454,0.00801051,0.0006406811,0.0004100122,0.000348548,0.00002282605,0.003271336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5778201,"threshold_uncertainty_score":0.9849735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210945826777385,"score_gpt":0.5362565685077064,"score_spread":0.4151619858299679,"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."}}