{"id":"W2105028190","doi":"10.3109/0142159x.2011.599890","title":"“A Chance To Show Yourself” – how do applicants approach medical school admission essays?","year":2011,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Medical Education and Admissions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medical school; Medical education; Psychology; Medicine","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":[0.01494587,0.0003186867,0.000386604,0.001469355,0.006337266,0.008472964,0.001112536,0.001532247,0.004447818],"category_scores_gemma":[0.08114074,0.0002248158,0.0003295637,0.001494544,0.005353563,0.003446409,0.00461351,0.00248984,0.001187277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003852424,"about_ca_system_score_gemma":0.004768268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005632172,"about_ca_topic_score_gemma":0.01056459,"domain_scores_codex":[0.9802884,0.01431444,0.0006214548,0.0005106447,0.002533464,0.001731539],"domain_scores_gemma":[0.9599359,0.01971741,0.008089512,0.0008986255,0.004978395,0.006380199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00019665,0.0002485109,0.07067439,0.0003140855,0.00001719141,0.001207284,0.8623922,0.00009489606,0.002952438,0.003907723,0.006146228,0.05184837],"study_design_scores_gemma":[0.0000159117,0.0002116072,0.05724045,0.0002977536,0.00001240049,0.0006595837,0.909185,0.0002009939,0.0006816942,0.001769721,0.02967021,0.00005476598],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782056,0.0004776565,0.001901272,0.005886394,0.0001596673,0.0001358469,0.00004170958,0.00003551698,0.0131564],"genre_scores_gemma":[0.9923468,0.0004377424,0.001257999,0.001257154,0.00006038434,0.0001126616,0.00004242844,0.00001977336,0.004465089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01494587,"threshold_uncertainty_score":0.07904226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07346246019840529,"score_gpt":0.3465187028019488,"score_spread":0.2730562426035435,"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."}}