{"id":"W4221122028","doi":"10.1002/jdd.12926","title":"What influences attitudes toward professionalism in dental students?","year":2022,"lang":"en","type":"article","venue":"Journal of Dental Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Likert scale; Psychology; Confidence interval; Cross-sectional study; Sample (material); Medical education; Scale (ratio); Association (psychology); Dental education; Medicine; Family 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":[0.00274186,0.000149783,0.0002942634,0.0009182215,0.0009296489,0.002041763,0.0003232895,0.000971863,0.004335617],"category_scores_gemma":[0.01439935,0.0002609031,0.0004407027,0.000850357,0.001017831,0.00043916,0.0007288605,0.001191283,0.0006094864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408823,"about_ca_system_score_gemma":0.002642529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088043,"about_ca_topic_score_gemma":0.01810778,"domain_scores_codex":[0.9970998,0.001052349,0.0001652402,0.0001897803,0.001037242,0.000455711],"domain_scores_gemma":[0.9841627,0.004478204,0.005109061,0.0002179727,0.0015054,0.00452672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005637969,0.0003167726,0.9891775,0.00003779053,0.00002816277,0.00005310599,0.002394687,0.00002197022,0.000185748,0.00005853788,0.0003212462,0.007348184],"study_design_scores_gemma":[0.000008659461,0.0001512265,0.991231,0.00004521036,0.00002454437,0.0001386508,0.007219839,0.0001173521,0.0001321994,0.00008333136,0.0008397085,0.00000837718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966353,0.0003392431,0.00004866573,0.001144836,0.0000200931,0.000007961095,0.00003098723,0.000002431194,0.001770639],"genre_scores_gemma":[0.9991956,0.0002300909,0.00004281606,0.0001698247,0.0000180406,0.000004512804,0.00002093457,0.000001091514,0.0003171635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088043,"threshold_uncertainty_score":0.02163422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113251403800777,"score_gpt":0.4389669444979676,"score_spread":0.4078344304599599,"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."}}