{"id":"W4402904874","doi":"10.70070/h3b92933","title":"Modern Intensive Care Unit Design : A Literature Review","year":2024,"lang":"en","type":"review","venue":"The International Journal of Medical Science and Health Research","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intensive care unit; Unit (ring theory); Medicine; Intensive care medicine; Psychology; Mathematics education","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":[0.001463932,0.001072023,0.001808907,0.007206151,0.00048686,0.001658008,0.001699797,0.001155406,0.007361518],"category_scores_gemma":[0.005830094,0.0004821916,0.001734088,0.008009118,0.0006255127,0.002091106,0.0009180623,0.001131927,0.001053022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114535,"about_ca_system_score_gemma":0.003878144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003205727,"about_ca_topic_score_gemma":0.004992547,"domain_scores_codex":[0.999196,0.000144029,0.0002586696,0.0001199227,0.0002411239,0.00004020759],"domain_scores_gemma":[0.9956298,0.002993131,0.0005454008,0.00008543762,0.0006566808,0.00008955664],"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":[0.00009423521,0.0000719908,0.0005943389,0.1959129,0.0003915048,0.0002648647,0.0002112091,0.0003987344,0.0003508416,0.002216629,0.02247419,0.7770186],"study_design_scores_gemma":[0.00004153913,0.0001792748,0.004397677,0.2180151,0.002625142,0.003393285,0.000346035,0.0002291771,0.0004329687,0.003099353,0.7671759,0.00006452343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001323624,0.9990467,0.00008461971,0.0001808522,0.00008581509,0.000009892428,0.0000378205,0.000003988765,0.0004178546],"genre_scores_gemma":[0.0008254641,0.9986771,0.0001789236,0.0001125994,0.00007018941,0.000009855684,0.00003819175,0.000001344855,0.00008630308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007361518,"threshold_uncertainty_score":0.02462679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6311856458381563,"score_gpt":0.6379588101307614,"score_spread":0.006773164292605105,"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."}}