{"id":"W3209563679","doi":"10.21203/rs.2.21655/v1","title":"The erosion of ambiguity tolerance and sustainment of perfectionism in undergraduate Medical training: A study of clerkship training effects.","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Ambiguity tolerance; Training (meteorology); Medical education; Ambiguity; Psychology; Perfectionism (psychology); Applied psychology; Medicine; Computer science; Clinical psychology; Geography; Meteorology","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":[0.002549708,0.0001977056,0.0003277855,0.0004493945,0.0006089099,0.0007786868,0.0003234923,0.0003529083,0.002809293],"category_scores_gemma":[0.009875452,0.0002703799,0.000339617,0.0003004659,0.0004714545,0.0003830953,0.0008229802,0.0008257728,0.0003189967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004921524,"about_ca_system_score_gemma":0.000860906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225584,"about_ca_topic_score_gemma":0.001928554,"domain_scores_codex":[0.9989573,0.0004114696,0.00006076109,0.0001044782,0.0002655999,0.0002004633],"domain_scores_gemma":[0.9895187,0.002771841,0.002988076,0.0005030897,0.0005409674,0.003677351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001107556,0.005438549,0.9671554,0.00006413818,0.0001030924,0.0001807503,0.003561222,0.00006713486,0.001603464,0.00007233994,0.0002862197,0.02036005],"study_design_scores_gemma":[0.00001098638,0.001186074,0.9977167,0.000006911846,0.000009972156,0.00004795997,0.0007048444,0.00004289959,0.0001181495,0.00001550341,0.0001360633,0.000003988058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997873,0.00004033954,0.000008308861,0.00001489869,0.000002444621,0.000004127157,0.000008064507,5.991818e-7,0.0001339345],"genre_scores_gemma":[0.9997055,0.00002616115,0.00002583822,0.00001349997,0.000003054492,0.000005698542,0.00001541791,4.80132e-7,0.0002042164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002809293,"threshold_uncertainty_score":0.0134843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186422578759101,"score_gpt":0.4381353392825185,"score_spread":0.3194930814066084,"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."}}