{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003689116,0.0003084683,0.0003810759,0.001256445,0.0005938236,0.0008458662,0.000293012,0.000555445,0.001495344],"category_scores_gemma":[0.004506191,0.0004481893,0.0005327503,0.0007280723,0.0004153756,0.0006863804,0.0008324982,0.0007767451,0.0004407674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004197009,"about_ca_system_score_gemma":0.0006804457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007794842,"about_ca_topic_score_gemma":0.00149952,"domain_scores_codex":[0.9984018,0.0004831817,0.0001952629,0.0001589552,0.0005415978,0.0002190681],"domain_scores_gemma":[0.994983,0.00125052,0.00166463,0.0002135674,0.001104475,0.0007838384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008410418,0.0006217054,0.9933097,0.00002772597,0.00003152034,0.00005746664,0.002050383,0.00001465235,0.0003867055,0.00001453469,0.00006089969,0.003340597],"study_design_scores_gemma":[0.00001952646,0.002278697,0.9914352,0.00002258941,0.00003118115,0.0003711266,0.004928684,0.0001177009,0.000392318,0.0000174976,0.0003746879,0.00001077904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996754,0.00003942039,0.00006163544,0.00001035354,0.000001960615,0.00003840684,0.000035736,9.038628e-7,0.0001362311],"genre_scores_gemma":[0.9991635,0.00009061966,0.0003262872,0.00003927884,0.000006031613,0.0001017572,0.00009941381,8.969049e-7,0.0001722035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003689116,"threshold_uncertainty_score":0.01951009,"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."}}