{"id":"W4213369770","doi":"10.1007/s10459-022-10091-0","title":"The concept of errors in medical education: a scoping review","year":2022,"lang":"en","type":"review","venue":"Advances in Health Sciences Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medical education; MEDLINE; Computer science; Psychology; Engineering ethics; Management science; Medicine; Political science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0113504,0.001848661,0.005106977,0.01317619,0.0007923397,0.004857913,0.002329195,0.004277308,0.003903534],"category_scores_gemma":[0.03002483,0.001043698,0.003524966,0.01254914,0.002600476,0.005904241,0.003351538,0.003246245,0.0004734568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003246999,"about_ca_system_score_gemma":0.01157532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006813779,"about_ca_topic_score_gemma":0.01463946,"domain_scores_codex":[0.9936621,0.002022813,0.001945968,0.0006298739,0.001543389,0.0001959132],"domain_scores_gemma":[0.9614718,0.03306795,0.002918922,0.0003678974,0.001905242,0.0002681057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001100771,0.00005739429,0.0005900735,0.5208804,0.001684211,0.0001821046,0.0005345898,0.0003510954,0.0002277408,0.004129692,0.00910484,0.4621478],"study_design_scores_gemma":[0.00005745485,0.000086571,0.001596863,0.8352134,0.005966294,0.0007203735,0.0006862757,0.0001644956,0.0001606595,0.003864747,0.1514269,0.00005584558],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004102857,0.9995112,0.00005931238,0.0001971104,0.00008294594,0.000008990359,0.00001281421,0.000001218472,0.00008533916],"genre_scores_gemma":[0.0006674109,0.9987078,0.0001955132,0.0002931583,0.000068756,0.00001559944,0.00001635066,0.000001115567,0.00003424837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01317619,"threshold_uncertainty_score":0.06002736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08572745924398721,"score_gpt":0.5622458593667582,"score_spread":0.476518400122771,"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."}}