{"id":"W2963878985","doi":"10.1016/j.jmir.2019.06.003","title":"Student Self Evaluation of Technical and Behavioural Competencies in the Ultrasound Program","year":2019,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Michener Institute","funders":"","keywords":"Perception; Medical education; Psychology; Plan (archaeology); Self-assessment; Self-confidence; Health care; Medicine; Pedagogy; Social psychology; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003321002,0.0002864474,0.0004805816,0.001445273,0.0007092982,0.001309156,0.0004446942,0.0007435487,0.002885339],"category_scores_gemma":[0.01339851,0.0003266437,0.0007220133,0.0004384742,0.000639076,0.0007085114,0.001450892,0.001406063,0.0009222334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007852966,"about_ca_system_score_gemma":0.001119524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002186831,"about_ca_topic_score_gemma":0.00334722,"domain_scores_codex":[0.9979809,0.0004343071,0.0001893878,0.0001377396,0.0008831317,0.0003745686],"domain_scores_gemma":[0.9842108,0.003021291,0.003312356,0.0005378561,0.004534903,0.004382696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002824397,0.003030951,0.9724715,0.00004244035,0.00006198925,0.0001128748,0.004187137,0.0003438428,0.001340121,0.00009550809,0.000536518,0.01749461],"study_design_scores_gemma":[0.00001961732,0.001984241,0.9902002,0.00002309846,0.00002710911,0.0001449734,0.004117231,0.0008910763,0.001481985,0.00006424823,0.001020377,0.00002571674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979782,0.00002137795,0.00008611612,0.0000631588,0.00001050898,0.00003396219,0.00004354092,0.00001059444,0.001752625],"genre_scores_gemma":[0.997434,0.00003965899,0.0002736796,0.00003986291,0.000007557069,0.00003201346,0.0001109135,0.00000509839,0.002057167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003321002,"threshold_uncertainty_score":0.0175634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04855220717303499,"score_gpt":0.4365192173868505,"score_spread":0.3879670102138155,"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."}}