{"id":"W2127914961","doi":"10.1186/1745-6215-10-81","title":"Wean Earlier and Automatically with New technology (the WEAN study): a protocol of a multicentre, pilot randomized controlled trial","year":2009,"lang":"en","type":"article","venue":"Trials","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Columbian Hospital; Université Laval; Hôpital de l'Enfant-Jésus; McMaster University; Hôpital Saint-François d'Assise; University of Toronto; St. Michael's Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McMaster University","keywords":"Weaning; Sedation; Medicine; Spontaneous breathing trial; Mechanical ventilation; Randomized controlled trial; Intensive care medicine; Intensive care; Intensive care unit; Emergency medicine; Anesthesia; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.07426274,0.006795166,0.01237408,0.003295567,0.002889529,0.005124424,0.003858408,0.009538518,0.02644713],"category_scores_gemma":[0.08187947,0.002703532,0.007011799,0.004592566,0.004161451,0.004327794,0.00217843,0.006470423,0.005280134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005345788,"about_ca_system_score_gemma":0.01636269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577283,"about_ca_topic_score_gemma":0.003522903,"domain_scores_codex":[0.9249446,0.05788095,0.006704881,0.002865579,0.004472808,0.003131156],"domain_scores_gemma":[0.9623249,0.01547909,0.007212244,0.00482716,0.007532408,0.002624333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9370676,0.01321139,0.0009449114,0.01677816,0.004225007,0.0002403929,0.000567961,0.001692434,0.001375222,0.002685032,0.006503895,0.01470808],"study_design_scores_gemma":[0.9634801,0.02331582,0.001134191,0.001387311,0.001095622,0.0000374767,0.000128791,0.001147516,0.0004384929,0.0009230061,0.006855344,0.00005627485],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003057717,0.0002331994,0.001251415,0.0001616544,0.00028282,0.9941438,0.0004887517,0.0000624392,0.00031825],"genre_scores_gemma":[0.002697883,0.00008150632,0.002660914,0.0001564931,0.00003778122,0.9941221,0.0000830148,0.000004903362,0.0001554298],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07426274,"threshold_uncertainty_score":0.3927436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0554437609581282,"score_gpt":0.3839971766645725,"score_spread":0.3285534157064443,"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."}}