{"id":"W4319987214","doi":"10.21608/acdj.2023.283699","title":"Dental Education, Is it a Cause for Anxiety and Parafunctional Habits for Dental Students, A Cross Sectional Study","year":2023,"lang":"en","type":"article","venue":"Ahram Canadian Dental Journal","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Anxiety; Dentistry; Medicine; Dental education; Psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008367928,0.0002673104,0.0002638043,0.0004451385,0.001818553,0.0003766558,0.0002840087,0.0001563165,0.0004600146],"category_scores_gemma":[0.00009683674,0.0002799449,0.0001832807,0.0002968491,0.0001138871,0.0002094783,0.0000600595,0.0003346721,0.0002120542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006604682,"about_ca_system_score_gemma":0.001041256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02249219,"about_ca_topic_score_gemma":0.2833104,"domain_scores_codex":[0.9974077,0.00008608285,0.0005943365,0.0005094544,0.0004815519,0.0009209262],"domain_scores_gemma":[0.9983426,0.0001837325,0.0001628246,0.0001640413,0.0002479424,0.0008988357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001559859,0.0002735459,0.7801819,0.00002000425,0.0003718979,0.000038218,0.002402776,0.000003058236,0.000003530748,0.000120326,0.2152099,0.001218828],"study_design_scores_gemma":[0.003038862,0.0004569184,0.9417102,0.00001961802,0.00007697332,0.002256448,0.01366097,0.0000194956,0.000002920734,0.0002183756,0.03827199,0.0002671742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903219,0.0003181744,0.00003902385,0.0009034059,0.005978033,0.001465836,0.0005915564,0.00003584171,0.0003461654],"genre_scores_gemma":[0.9849404,0.00005619448,0.0000666984,0.004400101,0.001629152,0.0006328094,0.0001231512,0.00005055792,0.008101014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2608182,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03793394152736891,"score_gpt":0.4081468049792863,"score_spread":0.3702128634519175,"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."}}