{"id":"W2789786964","doi":"10.1016/j.sdentj.2018.02.003","title":"Educational environment as perceived by dental students at King Saud University","year":2018,"lang":"en","type":"article","venue":"The Saudi Dental Journal","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dental education; Perception; Significant difference; Medicine; Dentistry; Medical education; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008060456,0.0002120238,0.0002934145,0.0006499834,0.0009705579,0.00125132,0.0002167269,0.000446893,0.002715838],"category_scores_gemma":[0.002113311,0.0001720402,0.000325895,0.0004892955,0.0004564466,0.0003407609,0.0007895191,0.0006681965,0.0004447143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006141531,"about_ca_system_score_gemma":0.001114949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004344504,"about_ca_topic_score_gemma":0.007161518,"domain_scores_codex":[0.9990824,0.0002102103,0.00009295664,0.00004564414,0.0003205618,0.000248141],"domain_scores_gemma":[0.997247,0.0003175891,0.0007864147,0.00004325574,0.0004297833,0.001175963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009001451,0.000338958,0.9819111,0.00007673026,0.00002053088,0.0002228325,0.007285431,0.00004111617,0.001196584,0.00005300186,0.0003065958,0.008457171],"study_design_scores_gemma":[0.000005382847,0.0005681642,0.9671839,0.00003780942,0.00001414559,0.0003307913,0.03033412,0.00006568339,0.0003434148,0.00002242498,0.001078937,0.00001514256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993839,0.00008177357,0.00001161093,0.00008698071,0.000004996703,0.000003631649,0.00001837842,0.000001034832,0.0004075077],"genre_scores_gemma":[0.9995984,0.0001145031,0.00002669247,0.00003526909,0.000003712233,0.000002841207,0.00002013935,3.896088e-7,0.0001980899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004344504,"threshold_uncertainty_score":0.009085357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080575531032162,"score_gpt":0.4455878412920769,"score_spread":0.4047820859817553,"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."}}