{"id":"W2397063271","doi":"10.12809/hkmj144385","title":"Intensive care unit family satisfaction survey","year":2015,"lang":"en","type":"article","venue":"Hong Kong Medical Journal","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Intensive care unit; Competence (human resources); Patient satisfaction; Intensive care; Family medicine; Unit (ring theory); Nursing; Emergency medicine; Intensive care medicine; Psychology","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":[0.001812244,0.0002183561,0.0004051779,0.0006351186,0.0003600549,0.00036391,0.0003560929,0.000196056,0.003716691],"category_scores_gemma":[0.003512096,0.0001286756,0.000493505,0.0008795203,0.0001514381,0.0003407285,0.0005425898,0.0003411535,0.0004358557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102381,"about_ca_system_score_gemma":0.0008537894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01118031,"about_ca_topic_score_gemma":0.01170954,"domain_scores_codex":[0.9989356,0.000351943,0.0002409241,0.00009159651,0.000216385,0.0001634894],"domain_scores_gemma":[0.9959248,0.0005481863,0.001507771,0.0001160267,0.001155392,0.000747771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002126037,0.0001441682,0.9846354,0.0001044173,0.00008623151,0.00008130042,0.0004527085,0.0001147987,0.0001768731,0.00001777181,0.001926148,0.0120475],"study_design_scores_gemma":[0.00001108688,0.0002179742,0.998372,0.00001635458,0.00001161274,0.00006785345,0.0004313172,0.00009524796,0.00006615577,0.000003304988,0.0007018895,0.000005232316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926603,0.0001512144,0.0002463828,0.0001455394,0.00001165065,0.0001751951,0.004325067,0.00002012991,0.002264551],"genre_scores_gemma":[0.9948489,0.0001748967,0.0004921649,0.0001487385,0.00001247939,0.0002062312,0.002993328,0.000004257955,0.001118935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01118031,"threshold_uncertainty_score":0.02223045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.268051943302495,"score_gpt":0.4445789058555122,"score_spread":0.1765269625530173,"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."}}