{"id":"W3080320545","doi":"10.4187/respcare.08117","title":"Prevalence and Intensive Care Bed Use in Subjects on Prolonged Mechanical Ventilation in Swedish ICUs","year":2020,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Sahlgrenska Akademin; Göteborgs Universitet","keywords":"Medicine; Intensive care; Mechanical ventilation; Intensive care medicine; Emergency medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000125069,0.0002162568,0.0003726042,0.0001879359,0.00003734481,0.00002757605,0.00008479279,0.0001898674,0.00003284288],"category_scores_gemma":[0.000756796,0.0002059591,0.00006808753,0.0002966408,0.00003823928,0.0001723003,0.00006589553,0.0004288692,0.00001736208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882752,"about_ca_system_score_gemma":0.0002253521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001194435,"about_ca_topic_score_gemma":0.0001932803,"domain_scores_codex":[0.9983276,0.0001233304,0.0003625338,0.0005617603,0.0003335146,0.0002912743],"domain_scores_gemma":[0.9989646,0.00004968611,0.00008768588,0.0002678254,0.000377884,0.0002523045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003228081,0.00007792181,0.805319,0.002153098,0.00002705167,0.002654706,0.02190224,0.00001634453,0.1537536,0.0001944224,0.0003101341,0.01036341],"study_design_scores_gemma":[0.008638313,0.005686034,0.6603057,0.001607198,0.0001408769,0.00002102016,0.02752861,0.00006160716,0.2861119,0.00002860979,0.009176205,0.0006939591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972163,0.001203846,0.000006038989,0.0001648373,0.0001290573,0.001090065,0.00001970364,0.00006031172,0.0001098626],"genre_scores_gemma":[0.9936737,0.00001943405,0.0000569853,0.00599197,0.0001172808,0.00006908016,0.00002545337,0.00003401459,0.00001210616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1450133,"threshold_uncertainty_score":0.8398769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04861072723748412,"score_gpt":0.2899640049689902,"score_spread":0.2413532777315061,"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."}}