{"id":"W4378783024","doi":"10.1111/eje.12925","title":"Evaluation of dental students' clinical communication skills from three perspective approaches: A cross‐sectional study","year":2023,"lang":"en","type":"article","venue":"European Journal Of Dental Education","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Institute of Research Management and Innovation, Universiti Teknologi MARA","keywords":"Perspective (graphical); Communication skills; Demographics; Cross-sectional study; Medicine; Health care; Family medicine; Medical education; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01332035,0.0002083492,0.0004039098,0.0004527598,0.0007344271,0.00005564841,0.001387024,0.0001053347,0.0002547589],"category_scores_gemma":[0.003287573,0.0002031736,0.0002327473,0.0006324699,0.0001922354,0.0005500704,0.0005694218,0.001304016,0.0004264758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134538,"about_ca_system_score_gemma":0.001824582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005606299,"about_ca_topic_score_gemma":0.0006896908,"domain_scores_codex":[0.9790378,0.01500449,0.002926758,0.0003561461,0.002395892,0.0002789772],"domain_scores_gemma":[0.9910511,0.001229479,0.002996427,0.00101202,0.003491629,0.0002193783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015252,0.00284096,0.9590798,0.00002187353,0.0002291324,0.00000148322,0.03004358,0.00009996921,0.00002212205,0.000112793,0.0005900929,0.006805654],"study_design_scores_gemma":[0.002633825,0.0003780983,0.7731173,0.0002339838,0.0001737264,0.000006357342,0.2222248,0.0002514823,0.000005644636,0.0007913313,0.00006864069,0.000114867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902162,0.001394121,0.00005795167,0.0002666902,0.003250341,0.00187905,0.0000374232,0.00004911955,0.002849108],"genre_scores_gemma":[0.9978151,0.0001115577,0.0008244847,0.0001090623,0.0007285415,0.00008938638,0.0001619529,0.00005589665,0.0001040545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1921812,"threshold_uncertainty_score":0.8285177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4506278082590427,"score_gpt":0.5593884432485694,"score_spread":0.1087606349895267,"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."}}