{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004032262,0.000270217,0.0003078736,0.001624997,0.0003786792,0.0007833745,0.0002947426,0.0004036354,0.001440603],"category_scores_gemma":[0.001802522,0.0002088773,0.0004674352,0.001306839,0.0002844087,0.0002572364,0.0005609082,0.0003640642,0.0001880484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004911822,"about_ca_system_score_gemma":0.0005993128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399712,"about_ca_topic_score_gemma":0.01397554,"domain_scores_codex":[0.9995282,0.00009603771,0.00009245004,0.00007643713,0.0001086075,0.00009837878],"domain_scores_gemma":[0.99865,0.0001981257,0.0007926335,0.00003237182,0.0001073993,0.0002195068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002585234,0.00001117521,0.9990802,0.00001633048,0.00002187923,0.00006462466,0.0001077934,0.00002127627,0.00006475137,0.00000802264,0.00009214794,0.0004860352],"study_design_scores_gemma":[0.000001305381,0.00002586257,0.9992352,0.00002058226,0.000007141227,0.0001592843,0.0004001761,0.00003829409,0.00001272558,0.00001073214,0.00008679434,0.00000200162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990184,0.0003318733,0.00001749479,0.00003450033,0.000007041017,0.000003615219,0.0002965806,0.00000278276,0.0002877294],"genre_scores_gemma":[0.9990006,0.0002971375,0.00003884282,0.00002245695,0.00001194145,0.000008943071,0.0005421793,0.000001737664,0.00007625332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01399712,"threshold_uncertainty_score":0.02783132,"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."}}