{"id":"W3006877524","doi":"10.1111/medu.14133","title":"Journey into uncertainty: Medical students' experiences and perceptions of failure","year":2020,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Thematic analysis; Context (archaeology); Medical education; Perception; Qualitative research; Psychology; Medical school; Medicine; Family medicine; Sociology","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":[0.01238246,0.0008471657,0.001296811,0.001644287,0.01226852,0.01073123,0.002402555,0.00414371,0.003319906],"category_scores_gemma":[0.02623502,0.0008820494,0.0009696083,0.001109135,0.01569005,0.006361903,0.01466515,0.009059878,0.0004728686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004654664,"about_ca_system_score_gemma":0.007488945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034737,"about_ca_topic_score_gemma":0.01292321,"domain_scores_codex":[0.9869243,0.007347653,0.0004904051,0.000508003,0.002141385,0.00258832],"domain_scores_gemma":[0.9779773,0.007764442,0.003457618,0.0004869333,0.001905369,0.00840834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004665108,0.00007992678,0.01578262,0.0001077792,0.00001693014,0.0008837365,0.9770923,0.00005758804,0.0002999749,0.000898105,0.0008254328,0.003908911],"study_design_scores_gemma":[0.000004144288,0.0001093224,0.004103619,0.0000964838,0.000008612237,0.0004365179,0.9905146,0.00005231729,0.00008671026,0.0002816508,0.0042786,0.00002740152],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909514,0.001124969,0.0004392887,0.004814049,0.0001041111,0.00002864088,0.00003137263,0.00002045177,0.002485749],"genre_scores_gemma":[0.9980544,0.0004487089,0.0001437046,0.0007023893,0.00002421408,0.00001902403,0.00001542485,0.000008585285,0.0005835518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01238246,"threshold_uncertainty_score":0.06548548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136317167917391,"score_gpt":0.3834054827824678,"score_spread":0.3720423111032939,"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."}}