{"id":"W2110459728","doi":"10.3402/meo.v7i.4538","title":"Personality Perceptions of Medical School Applicants","year":2002,"lang":"en","type":"article","venue":"Medical Education Online","topic":"Medical Education and Admissions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Personality; Inter-rater reliability; Big Five personality traits; Perception; Clinical psychology; Cognition; Personality Assessment Inventory; Affect (linguistics); Applied psychology; Social psychology; Developmental psychology; Psychiatry","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":[0.002907714,0.000203229,0.000273681,0.0009584831,0.0009989628,0.001157939,0.0001649029,0.0002477194,0.002127725],"category_scores_gemma":[0.01478674,0.0001246655,0.0002792972,0.0006589317,0.0006339959,0.0003027332,0.0008602684,0.0005588678,0.0003118472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534044,"about_ca_system_score_gemma":0.0005843248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004195132,"about_ca_topic_score_gemma":0.005016405,"domain_scores_codex":[0.9981825,0.00071267,0.0001469985,0.0000995904,0.0005658403,0.0002924245],"domain_scores_gemma":[0.9903039,0.001739589,0.003954642,0.0002466177,0.001223074,0.002532199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001313109,0.00008152999,0.9798055,0.0000417945,0.00002248012,0.0001349489,0.007424216,0.00005700696,0.0008149447,0.000077877,0.000331346,0.01107701],"study_design_scores_gemma":[0.000004355236,0.0002581835,0.9887483,0.00002061977,0.00000655046,0.0001470478,0.009917552,0.0001493518,0.0001289192,0.0000430898,0.000566325,0.000009752275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992055,0.00007109618,0.00006596029,0.0001168175,0.00001079658,0.00001079368,0.00002618827,0.000002276632,0.0004905709],"genre_scores_gemma":[0.9995561,0.00005864375,0.00007027685,0.00004847912,0.00001090503,0.000006200701,0.00002440661,6.193382e-7,0.0002242105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004195132,"threshold_uncertainty_score":0.01537764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0435600084943754,"score_gpt":0.4191421345434304,"score_spread":0.3755821260490549,"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."}}