{"id":"W3177340029","doi":"10.15273/dmj.vol47no2.11026","title":"Reducing Medical Student Performance Anxiety through the Pre-clerkship Residency Exploration Program (PREP)","year":2021,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Anxiety; Medical school; Psychology; Residency training; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005289382,0.0002559162,0.0002322741,0.0002561622,0.0008417167,0.0006470121,0.0004427839,0.0004472214,0.01273708],"category_scores_gemma":[0.003007069,0.000134353,0.0002448357,0.0001824712,0.0001497965,0.0003268724,0.001088648,0.001176227,0.001260224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003689602,"about_ca_system_score_gemma":0.003094295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003491291,"about_ca_topic_score_gemma":0.01434387,"domain_scores_codex":[0.9995489,0.0001339021,0.00001688425,0.00003273843,0.00008939122,0.0001782067],"domain_scores_gemma":[0.9976112,0.0001617692,0.0002392437,0.00003519562,0.000168195,0.001784447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002511147,0.02983037,0.07361622,0.0004693045,0.00008850449,0.0002414289,0.0009621829,0.0002739532,0.003331511,0.0003325531,0.040832,0.8475108],"study_design_scores_gemma":[0.0005751785,0.02015837,0.9543291,0.0004497549,0.0001254006,0.0004807854,0.00357111,0.0005499281,0.002101826,0.0004895457,0.01711129,0.00005785946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747774,0.001449354,0.0005278201,0.007011896,0.0004198684,0.0003549791,0.0002424676,0.0001948371,0.01502138],"genre_scores_gemma":[0.9868694,0.001482098,0.002079611,0.002183137,0.0002643567,0.0002122738,0.0002533594,0.00001634148,0.006639322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01273708,"threshold_uncertainty_score":0.04260981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04772036069777365,"score_gpt":0.3971082225812858,"score_spread":0.3493878618835122,"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."}}