{"id":"W2221006355","doi":"10.1002/j.0022-0337.2005.69.11.tb04021.x","title":"Personality as a Predictor of Professional Behavior in Dental School: Comparisons with Dental Practitioners","year":2005,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Conscientiousness; Agreeableness; Personality; Psychology; Big Five personality traits; Context (archaeology); Test (biology); Academic achievement; Scale (ratio); Neuroticism; Clinical psychology; Medical education; Applied psychology; Developmental psychology; Social psychology; Medicine; Extraversion and introversion","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":[0.001054249,0.000175592,0.0002894234,0.001150794,0.0007592356,0.0008518175,0.0001931509,0.0003562696,0.001412088],"category_scores_gemma":[0.006037178,0.000174919,0.0002823098,0.0007349394,0.0004120358,0.0003292939,0.0007399015,0.0006665295,0.0002543011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000527659,"about_ca_system_score_gemma":0.0006663291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005011601,"about_ca_topic_score_gemma":0.008950475,"domain_scores_codex":[0.999325,0.0001659093,0.00005358619,0.00004680575,0.0002484473,0.000160137],"domain_scores_gemma":[0.9956492,0.0007952649,0.001166418,0.0001051968,0.0004351525,0.001848837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003987479,0.00007325625,0.9968002,0.000004429447,0.000009621333,0.0000342388,0.0005532568,0.00001387891,0.0001006794,0.00001381702,0.00003914948,0.002317648],"study_design_scores_gemma":[0.000002813799,0.0000798366,0.9988347,0.000002948869,0.000002868637,0.00007108023,0.0008011923,0.00008294871,0.0000240605,0.00001687536,0.00007908336,0.000001634958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997314,0.00004958023,0.00001419708,0.00002676651,0.00000350616,0.00000263206,0.000009264701,5.60001e-7,0.000162178],"genre_scores_gemma":[0.999781,0.00004595354,0.00002806283,0.00001368713,0.000004020947,0.000002975844,0.00002121245,4.471044e-7,0.0001027852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005011601,"threshold_uncertainty_score":0.009964824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02423726328387511,"score_gpt":0.3936131596507017,"score_spread":0.3693758963668266,"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."}}