{"id":"W2019025330","doi":"10.1111/eje.12015","title":"Validity of scores from communication skills instruments for patients and their dental student‐clinicians","year":2012,"lang":"en","type":"article","venue":"European Journal Of Dental Education","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Adelaide","keywords":"Confirmatory factor analysis; Reliability (semiconductor); Internal consistency; Psychology; Health care; Consistency (knowledge bases); Clinical Practice; Quality (philosophy); Medical education; Medicine; Applied psychology; Clinical psychology; Psychometrics; Nursing; Computer science; Statistics; Structural equation modeling; Mathematics","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":[0.01576262,0.0005354668,0.000644605,0.002453848,0.0007301557,0.001819418,0.0008514703,0.000796922,0.001467792],"category_scores_gemma":[0.04855536,0.0003598718,0.001201293,0.002454852,0.001232875,0.0009928189,0.002227837,0.001415803,0.0004987184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922995,"about_ca_system_score_gemma":0.003875472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004575317,"about_ca_topic_score_gemma":0.007796208,"domain_scores_codex":[0.9896411,0.0027118,0.001623401,0.0006339113,0.004885,0.0005047657],"domain_scores_gemma":[0.9685172,0.01396011,0.00685885,0.001282454,0.008098771,0.001282684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000251336,0.0003095285,0.9374766,0.0001324408,0.0001980474,0.00005382231,0.003893337,0.0004036092,0.0006928724,0.0005044175,0.001032796,0.05505113],"study_design_scores_gemma":[0.00005567979,0.0004035555,0.9921645,0.0001178687,0.00005900902,0.0001473907,0.002714023,0.001112765,0.0006830989,0.0003906658,0.002122836,0.0000286539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923818,0.000260584,0.001192157,0.0003148439,0.00005819185,0.0002911305,0.0004066931,0.00002421401,0.005070424],"genre_scores_gemma":[0.9929636,0.0002967683,0.004351678,0.0001374429,0.00002273038,0.0005621301,0.0008873977,0.00001284023,0.0007654021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01576262,"threshold_uncertainty_score":0.08336169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332557694645201,"score_gpt":0.435556783427449,"score_spread":0.3023010139629289,"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."}}