{"id":"W2088085411","doi":"10.1186/s13054-015-0755-6","title":"Automated versus non-automated weaning for reducing the duration of mechanical ventilation for critically ill adults and children: a cochrane systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; West Park Healthcare Centre; Health Sciences Centre; Toronto East General Hospital; University of Toronto; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Critically ill; Mechanical ventilation; Meta-analysis; Intensive care medicine; Weaning; Duration (music); Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00130094,0.0004398494,0.005941923,0.0001856289,0.0001411397,0.00005678677,0.0001302798,0.0003574063,0.00002456218],"category_scores_gemma":[0.00809074,0.0002665929,0.00144843,0.0003919567,0.0001081858,0.00008734511,0.00005496787,0.0001987788,0.000001522936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007413433,"about_ca_system_score_gemma":0.0002228406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004488288,"about_ca_topic_score_gemma":0.000003069631,"domain_scores_codex":[0.9968771,0.0002538096,0.001588311,0.0005843278,0.0003874331,0.0003090435],"domain_scores_gemma":[0.9948054,0.001110868,0.0003662283,0.0005382755,0.002926657,0.0002526006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001003863,0.00003341646,7.475127e-8,0.9820263,0.01536076,0.000004299322,0.00008807698,1.746761e-7,0.000004931852,0.0007225571,0.0001890133,0.001469947],"study_design_scores_gemma":[0.0009001361,0.0008285071,9.646316e-7,0.05825975,0.9353896,0.00007493895,0.0002866539,0.003040359,0.00001532123,0.00002148195,0.0008967708,0.0002854607],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009227841,0.9885141,0.002230919,0.000335947,0.00009487564,0.008075201,0.000551247,0.0001741264,0.00001436531],"genre_scores_gemma":[0.008724149,0.9721503,0.009119721,0.001072569,0.0001927733,0.004382773,0.00412422,0.0001941231,0.00003936695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9237666,"threshold_uncertainty_score":0.9999786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08941296634525206,"score_gpt":0.4222010665417527,"score_spread":0.3327881001965006,"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."}}