{"id":"W582490369","doi":"","title":"Medical English Clear & Simple: A Practice-Based Approach to English for ESL Healthcare Professionals","year":2010,"lang":"en","type":"book","venue":"Medical Entomology and Zoology","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Intervention (counseling); Health care; Intensive care medicine; Physiology; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005261314,0.0006424754,0.0005551391,0.001629325,0.004465666,0.005667006,0.001615146,0.002493022,0.04196571],"category_scores_gemma":[0.01077569,0.0003685364,0.0002957676,0.001115189,0.002990952,0.005594131,0.006640094,0.004027123,0.02159071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002736965,"about_ca_system_score_gemma":0.01031382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006487021,"about_ca_topic_score_gemma":0.01867824,"domain_scores_codex":[0.9971426,0.001381811,0.0001978453,0.0001373058,0.0009049215,0.0002354614],"domain_scores_gemma":[0.9927521,0.002475285,0.0002727253,0.0003328432,0.002723302,0.00144385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001161375,0.0001283703,0.000265713,0.0004085004,0.000001746107,0.000426548,0.0183163,0.00005820248,0.0005915104,0.02174046,0.7729071,0.1851438],"study_design_scores_gemma":[0.000007775989,0.00003416062,0.000583338,0.000570246,0.00000185291,0.000596963,0.01400748,0.00009697778,0.0001540957,0.004318322,0.9796134,0.00001540202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.007177964,0.01115783,0.03703798,0.1595554,0.01298686,0.001754061,0.0004870855,0.001776602,0.7680663],"genre_scores_gemma":[0.0609601,0.01517249,0.09456041,0.05862428,0.003689089,0.002277702,0.0007443837,0.001183738,0.7627878],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04196571,"threshold_uncertainty_score":0.1403892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04006696189164433,"score_gpt":0.4445453791268895,"score_spread":0.4044784172352451,"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."}}