{"id":"W1967564666","doi":"10.5842/42-0-149","title":"A critical approach to the development of blended medical communication training materials","year":2014,"lang":"en","type":"article","venue":"Stellenbosch Papers in Linguistics Plus","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Curriculum; Vocational education; Medical education; Health care; Process (computing); Psychology; Pedagogy; Sociology; Computer science; Medicine; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005685974,0.0001555178,0.0003816302,0.0001025932,0.0008171899,0.00001118242,0.0009777051,0.000279949,0.0002171879],"category_scores_gemma":[0.0370238,0.0001217021,0.00003365839,0.0001952578,0.0001677762,0.000008429829,0.0004445457,0.0009020604,0.0000531453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178969,"about_ca_system_score_gemma":0.001224227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001192958,"about_ca_topic_score_gemma":0.0002919821,"domain_scores_codex":[0.9952678,0.002219066,0.001300049,0.0002396087,0.0005121225,0.0004613583],"domain_scores_gemma":[0.9934596,0.004674138,0.0002084629,0.0009856372,0.0004947564,0.0001773437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002675659,0.000173746,0.00121082,0.001550761,0.0000417541,7.423071e-7,0.4576786,0.0001850406,0.0001469214,0.5216663,0.001077017,0.01600066],"study_design_scores_gemma":[0.0031005,0.000292342,0.005275462,0.01002501,0.00007227372,0.000006672429,0.2318094,0.02143325,0.0005230803,0.00598608,0.7203237,0.001152139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02943635,0.0002180037,0.004994882,0.004114316,0.002545473,0.001255232,0.00002217129,0.0001268342,0.9572867],"genre_scores_gemma":[0.9508636,0.00003099106,0.04693971,0.001269285,0.0003489052,0.0002945774,0.00003301824,0.00002638849,0.0001935172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9570932,"threshold_uncertainty_score":0.9710878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09340394590853171,"score_gpt":0.4339723974578529,"score_spread":0.3405684515493212,"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."}}