{"id":"W1555358712","doi":"","title":"Assessing communication competence: a review of current tools.","year":2005,"lang":"en","type":"review","venue":"PubMed","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":254,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Competence (human resources); Multidisciplinary approach; Medical education; Psychology; Communication skills; Medicine; Applied psychology; Family medicine; Computer science; Social psychology; Political science","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002134023,0.0004753642,0.002724529,0.0002855618,0.0006630791,0.00002951958,0.002087072,0.0004643894,0.0001670435],"category_scores_gemma":[0.002954281,0.000409273,0.0005188328,0.0008879279,0.0001610793,0.0005477179,0.001041308,0.002869986,0.0001823574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097106,"about_ca_system_score_gemma":0.001813581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004686296,"about_ca_topic_score_gemma":0.00001958345,"domain_scores_codex":[0.9870538,0.007330426,0.003744929,0.0004662649,0.0006118843,0.0007927052],"domain_scores_gemma":[0.9868658,0.003728912,0.004627638,0.003659917,0.0008448479,0.0002729467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[7.438681e-7,0.00004400154,0.000022721,0.3037114,0.00002388972,9.27426e-8,0.0001296362,1.892901e-8,6.400431e-10,0.0004495804,0.003090596,0.6925273],"study_design_scores_gemma":[0.0001113752,0.000003000962,0.0002823787,0.3071421,0.0002973517,0.000001624521,0.0001203538,0.000001011056,7.437331e-9,0.00002807515,0.6918002,0.0002125828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.130739e-7,0.9777051,0.00001198663,0.0007731783,0.0008881465,0.011575,0.0001307538,0.0001433433,0.008772297],"genre_scores_gemma":[0.00001751088,0.9621462,0.0008770757,0.0006657336,0.0002336009,0.03465126,0.001191028,0.00008357385,0.0001339667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6923147,"threshold_uncertainty_score":0.9998359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.706440806948622,"score_gpt":0.5620896848443169,"score_spread":0.1443511221043051,"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."}}