{"id":"W1587496290","doi":"10.1111/j.1365-2923.2012.04291.x","title":"Maturational differences in undergraduate medical students’ perceptions about feedback","year":2012,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Faculty of Medicine and Health, University of Sydney; Faculty of Medicine and Health, University of Leeds; University of Leeds","keywords":"Perception; Credibility; Medical education; Psychology; Focus group; Context (archaeology); Peer feedback; Qualitative property; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001757532,0.0001978214,0.0003093214,0.0003807124,0.0001360062,0.00004614873,0.0003908724,0.0004121554,0.009811],"category_scores_gemma":[0.007071058,0.0001658324,0.0000686722,0.0008981641,0.0003068791,0.0002853457,0.00008410306,0.0008951858,0.0005587478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182078,"about_ca_system_score_gemma":0.0028611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008645649,"about_ca_topic_score_gemma":0.00003718817,"domain_scores_codex":[0.9948355,0.0001454108,0.0007272854,0.0002975596,0.0035077,0.0004865426],"domain_scores_gemma":[0.9987869,0.0001194164,0.0001182321,0.0003178844,0.0002456318,0.000411898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002751031,0.00404487,0.7840355,0.00009717369,0.00002812624,0.00000255449,0.001242105,1.059023e-7,0.00001877003,0.006840786,0.116577,0.08708549],"study_design_scores_gemma":[0.0008772783,0.00004787012,0.9697415,0.0005689172,0.00003647413,0.0001524214,0.001395345,0.0003891821,0.00000762448,0.0003736982,0.02623722,0.0001724906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932335,0.0003966154,0.001063741,0.09871072,0.002965033,0.0003979815,0.000001324547,0.0000737942,0.003157245],"genre_scores_gemma":[0.969485,0.0002511173,0.001941887,0.02389991,0.002018986,0.0002454048,0.0003555832,0.00002385841,0.001778197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.185706,"threshold_uncertainty_score":0.9910942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660174562713771,"score_gpt":0.3741564515760862,"score_spread":0.3575547059489484,"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."}}