{"id":"W4241239475","doi":"10.1002/14651858.cd009235.pub2","title":"Automated versus non-automated weaning for reducing the duration of mechanical ventilation for critically ill adults and children","year":2013,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"","field":"","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; University of Toronto","funders":"","keywords":"Medicine; CINAHL; Mechanical ventilation; MEDLINE; Cochrane Library; Intensive care unit; Intensive care medicine; Discontinuation; Randomized controlled trial; Intensive care; Emergency medicine; Relative risk; Psychological intervention; Confidence interval; Internal medicine; Nursing","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":[0.006040206,0.000712358,0.003953694,0.002494471,0.0004065338,0.002128523,0.001197497,0.002265078,0.007116107],"category_scores_gemma":[0.02953385,0.0003843126,0.004435931,0.002368886,0.0006820484,0.001547581,0.0006776772,0.001596565,0.0003114411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001888338,"about_ca_system_score_gemma":0.003255922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00235005,"about_ca_topic_score_gemma":0.005439959,"domain_scores_codex":[0.9927228,0.003468574,0.002328351,0.000471009,0.0008470909,0.0001621318],"domain_scores_gemma":[0.9860566,0.009919811,0.003103781,0.0001388012,0.0005488084,0.0002321709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.03070209,0.0005461831,0.001188741,0.7756876,0.01201993,0.00009769149,0.0002779877,0.0002416599,0.0007623223,0.00073905,0.001968976,0.1757677],"study_design_scores_gemma":[0.1420728,0.02869976,0.02510289,0.6597607,0.1178835,0.0005970137,0.0008278765,0.000827019,0.001759332,0.001591325,0.02071103,0.000166835],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02421141,0.9684875,0.0003490298,0.0006322308,0.0008377851,0.002891569,0.0004540038,0.00002819093,0.002108292],"genre_scores_gemma":[0.2435459,0.7351882,0.006225769,0.00248533,0.001095425,0.01009158,0.0004662654,0.00002397862,0.0008775961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007116107,"threshold_uncertainty_score":0.03194404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08661573994122244,"score_gpt":0.3897013355800782,"score_spread":0.3030855956388557,"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."}}