{"id":"W2121672578","doi":"10.1016/j.iccn.2015.07.003","title":"Strategies for weaning from mechanical ventilation: A state of the art review","year":2015,"lang":"en","type":"review","venue":"Intensive and Critical Care Nursing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Canadian Institutes of Health Research; University of Toronto; Toronto East General Hospital; West Park Healthcare Centre; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Weaning; Mechanical ventilation; Medicine; Intensive care medicine; Spontaneous breathing trial; Sedation; Ventilation (architecture); Anesthesia; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0001510556,0.0003557463,0.001825078,0.00008014189,0.0000816166,0.00003459532,0.0001150535,0.0001863076,0.00002438357],"category_scores_gemma":[0.009602856,0.0002432017,0.0006683529,0.0001841802,0.0005254977,0.00005959592,0.00005562581,0.0005099107,0.000007333404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620057,"about_ca_system_score_gemma":0.0006581892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005855939,"about_ca_topic_score_gemma":0.000003262092,"domain_scores_codex":[0.9981531,0.0001689396,0.000627021,0.000422082,0.0003413295,0.0002875457],"domain_scores_gemma":[0.9712602,0.0006215209,0.0001714719,0.0002988832,0.02750619,0.0001417275],"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":[0.0001026818,0.00002665592,5.890551e-7,0.05737206,0.0001894001,0.00003242863,0.0005999618,2.373707e-8,0.000009830312,0.003786807,0.01927792,0.9186016],"study_design_scores_gemma":[0.0003477956,0.0003748484,0.000003374123,0.4107153,0.007336816,0.0001600144,0.03176558,0.000007134043,0.00002177751,0.005254177,0.5437253,0.0002879663],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000576105,0.992501,0.00175663,0.001548232,0.000657489,0.00151265,0.0003915179,0.00002040963,0.001606376],"genre_scores_gemma":[0.000926325,0.9886222,0.0004289352,0.00918483,0.0001748732,0.00008152501,0.0004688021,0.00007110228,0.00004133109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9183137,"threshold_uncertainty_score":0.9987397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08909813261209798,"score_gpt":0.4218182373537336,"score_spread":0.3327201047416356,"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."}}