{"id":"W2158021615","doi":"10.1023/b:ahse.0000038209.65714.d4","title":"How Can I Know What I Don't Know? Poor Self Assessment in a Well-Defined Domain","year":2004,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":300,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"University of Toronto","keywords":"Psychology; Test (biology); Status quo; Argument (complex analysis); Self-assessment; Norm (philosophy); Computer science; Social psychology; Mathematics education; Medicine; Epistemology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001611582,0.0001518437,0.0003356029,0.000292698,0.0001489314,0.000112769,0.000171735,0.00006993886,0.00002163142],"category_scores_gemma":[0.00301975,0.0001265324,0.00004143593,0.00122241,0.0002078219,0.0006848385,0.00002574735,0.0002899219,0.00000909387],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012415,"about_ca_system_score_gemma":0.005725585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001993538,"about_ca_topic_score_gemma":0.00421341,"domain_scores_codex":[0.9978737,0.0001122401,0.0005244075,0.0005290986,0.0004528179,0.0005077726],"domain_scores_gemma":[0.9972245,0.00191257,0.0002463634,0.0002330917,0.0000810916,0.0003024498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006087289,0.003346018,0.4357468,0.0003899275,0.000005354895,0.00001302628,0.004421089,0.001588273,0.00002110964,0.02269186,0.0004761704,0.5312394],"study_design_scores_gemma":[0.008560074,0.004591852,0.6424856,0.03786008,0.00003057211,0.000128851,0.05983207,0.0007918492,0.0001811367,0.0870561,0.1575698,0.000912015],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7369416,0.03124947,0.0002538872,0.2254226,0.002904905,0.001116134,0.0000022449,0.00006828997,0.002040811],"genre_scores_gemma":[0.915125,0.03938557,0.03986542,0.005008556,0.0002246118,0.0001695205,0.00002382706,0.000009886506,0.0001876495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5303274,"threshold_uncertainty_score":0.999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533466547098121,"score_gpt":0.4038341377515762,"score_spread":0.388499472280595,"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."}}