{"id":"W1978974820","doi":"10.1097/00001888-200110001-00029","title":"Difficulties in Recognizing Oneʼs Own Incompetence","year":2001,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":279,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Quartile; Competence (human resources); Psychology; Set (abstract data type); Clinical psychology; Social psychology; Cognitive psychology; Applied psychology; Developmental psychology; Medicine; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0008687383,0.0001870127,0.0005768738,0.0001917085,0.0000400841,0.000002730653,0.0001555027,0.0002778421,0.0004552803],"category_scores_gemma":[0.05468636,0.000129836,0.00004834275,0.0005105136,0.0002638204,0.00005379887,0.00005711429,0.001087307,0.0001579658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007945841,"about_ca_system_score_gemma":0.00007813927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003599576,"about_ca_topic_score_gemma":0.00002234261,"domain_scores_codex":[0.9980456,0.00005783674,0.0006929867,0.0003718547,0.0004215195,0.0004101525],"domain_scores_gemma":[0.9930115,0.006220778,0.0001245926,0.0002766034,0.00007130786,0.0002952141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003437049,0.00008709948,0.8919296,0.00005019106,0.00003675219,0.0006929004,0.004523956,0.000007992078,0.003511267,0.0004794904,0.02146726,0.07686983],"study_design_scores_gemma":[0.00973029,0.0009273788,0.9396545,0.02015021,0.0002020858,0.0009528247,0.005395898,0.0005291702,0.0004248461,0.002647115,0.01895804,0.0004276966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971138,0.002525846,0.00009192857,0.01644753,0.0004213282,0.0002523336,7.853225e-7,0.0001096486,0.009012613],"genre_scores_gemma":[0.9828412,0.006746722,0.0002527896,0.005361149,0.0009797773,0.00002181535,0.00002941458,0.00002068672,0.003746466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07644213,"threshold_uncertainty_score":0.9532764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06041760094654559,"score_gpt":0.3718384539956498,"score_spread":0.3114208530491042,"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."}}