{"id":"W4308179760","doi":"10.1111/medu.14966","title":"Trainees' perceptions of being allowed to fail in clinical training: A sense‐making model","year":2022,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Supervisor; Attribution; Nonprobability sampling; Constructive; Perception; Sample (material); Perspective (graphical); Medical education; Event (particle physics); Social psychology; Applied psychology; Medicine; Process (computing); Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01109876,0.0007031189,0.0003015239,0.002074816,0.003785193,0.007420013,0.001933229,0.00204695,0.00175838],"category_scores_gemma":[0.0182966,0.0005632094,0.001099074,0.0008582555,0.01419356,0.004444462,0.005956869,0.002726682,0.000230217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003187108,"about_ca_system_score_gemma":0.004726262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004778537,"about_ca_topic_score_gemma":0.003927675,"domain_scores_codex":[0.9923357,0.004881455,0.0002385935,0.0004114164,0.00128378,0.0008490037],"domain_scores_gemma":[0.9827411,0.01045123,0.002822746,0.0008316514,0.001244952,0.00190835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005471213,0.0001949726,0.03401781,0.0001688511,0.00004216269,0.0007561951,0.9485216,0.0004495658,0.001062986,0.006414168,0.0003815789,0.007935433],"study_design_scores_gemma":[0.00002303649,0.0002850934,0.03947424,0.000554481,0.00006638044,0.0009863181,0.9395811,0.003346465,0.0006187499,0.009047977,0.005914602,0.0001015171],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771087,0.0003081966,0.00690413,0.003021723,0.00004103238,0.0001088479,0.00002739152,0.00002529446,0.01245478],"genre_scores_gemma":[0.9987005,0.0001225821,0.0008116391,0.00009747052,0.000005589209,0.00002554768,0.000009033616,0.000004466155,0.0002232353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01109876,"threshold_uncertainty_score":0.05869657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04640016112541986,"score_gpt":0.43588322989837,"score_spread":0.3894830687729501,"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."}}