{"id":"W2030522222","doi":"10.1007/s10459-014-9533-5","title":"“I can do better”: exploring purposeful improvement in daily clinical work","year":2014,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children; The Wilson Centre","funders":"Hospital for Sick Children","keywords":"Context (archaeology); Health care; Psychology; Cognition; Audit; Excellence; Medical education; Applied psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014571,0.0005073154,0.000481067,0.001433549,0.003154198,0.007041756,0.002271284,0.001572466,0.002390776],"category_scores_gemma":[0.03006291,0.0003866056,0.0009668298,0.00115001,0.01158438,0.007769118,0.006755869,0.003458897,0.0003075175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00350373,"about_ca_system_score_gemma":0.00822946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826607,"about_ca_topic_score_gemma":0.005237242,"domain_scores_codex":[0.9879748,0.009008368,0.0002240083,0.000643029,0.001257567,0.0008922343],"domain_scores_gemma":[0.9647471,0.02176438,0.003398516,0.004657086,0.002475509,0.002957343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004081571,0.002948821,0.06115774,0.000989157,0.0002221345,0.0003028605,0.2725919,0.001553477,0.00121097,0.2771809,0.009340636,0.3720932],"study_design_scores_gemma":[0.0003065319,0.00118759,0.1203861,0.00180496,0.0004137906,0.0004869303,0.2412932,0.007429478,0.002035413,0.5750668,0.04938481,0.0002043082],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7580632,0.002562894,0.05173029,0.03534685,0.0003558981,0.0006105401,0.0001387735,0.0003962443,0.1507954],"genre_scores_gemma":[0.9841707,0.0004415759,0.01274136,0.001148989,0.0000276882,0.0001570831,0.00004106962,0.00002969129,0.001241872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.014571,"threshold_uncertainty_score":0.07705969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06327009384031394,"score_gpt":0.4473135027526643,"score_spread":0.3840434089123503,"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."}}