{"id":"W2095985744","doi":"10.1111/medu.12397","title":"Task‐ versus ego‐oriented feedback delivered as numbers or comments during intubation training","year":2014,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Orientation (vector space); Id, ego and super-ego; Task (project management); Test (biology); Credibility; Likert scale; Perception; Social psychology; Cognitive psychology; Developmental psychology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008273993,0.0002095349,0.0002928863,0.000265008,0.0002460724,0.00002979679,0.0001870777,0.0002883178,0.004163102],"category_scores_gemma":[0.01791349,0.0001667246,0.00006282318,0.0008982677,0.0001842252,0.00019976,0.00004655152,0.0005545163,0.000405389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005727413,"about_ca_system_score_gemma":0.001941666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001722049,"about_ca_topic_score_gemma":0.00002591814,"domain_scores_codex":[0.9972493,0.0001277395,0.0006271094,0.0004046451,0.001207973,0.0003832559],"domain_scores_gemma":[0.9984492,0.0001650679,0.0002179571,0.0004376382,0.0004642139,0.0002659132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001309464,0.001457177,0.002659705,0.0002774557,0.0001017114,0.000004957207,0.007287952,0.000003323916,0.0003974202,0.002196776,0.1098273,0.8744768],"study_design_scores_gemma":[0.03048379,0.003263509,0.0905038,0.003958807,0.0006434941,0.0005226728,0.03390684,0.01511926,0.00190664,0.0008377925,0.8174591,0.001394253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533879,0.00001852104,0.001665055,0.02803165,0.005300113,0.0004965554,0.000001324375,0.000160206,0.01093869],"genre_scores_gemma":[0.9781759,0.0000394841,0.003484418,0.01253041,0.001498886,0.0001595484,0.0007574228,0.00004332815,0.003310537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8730825,"threshold_uncertainty_score":0.9967473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820369985294249,"score_gpt":0.3525314970198999,"score_spread":0.3343277971669574,"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."}}