{"id":"W4316035417","doi":"10.21203/rs.3.rs-2348065/v1","title":"Study protocol for a randomized controlled trial of Proportional Assist Ventilation for Minimizing the Duration of Mechanical Ventilation: The PROMIZING Study","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Institut universitaire de cardiologie et de pneumologie de Québec; University Health Network; Toronto General Hospital; McGill University; Centre Hospitalier de l’Université de Montréal; Health Sciences Centre; Sunnybrook Health Science Centre; Western University","funders":"Arts and Humanities Research Council; Canadian Institutes of Health Research","keywords":"Duration (music); Mechanical ventilation; Randomized controlled trial; Ventilation (architecture); Protocol (science); Medicine; Anesthesia; Engineering; Surgery; Physics; Mechanical engineering; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02396009,0.006479948,0.009026474,0.002068412,0.002998647,0.003822754,0.002636091,0.006262987,0.1361692],"category_scores_gemma":[0.03319068,0.002841581,0.004045627,0.002770913,0.002846006,0.002955746,0.001526783,0.008868513,0.0203365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003380883,"about_ca_system_score_gemma":0.01435353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001814897,"about_ca_topic_score_gemma":0.003287761,"domain_scores_codex":[0.9827655,0.01012311,0.001895453,0.001842902,0.001784998,0.001588114],"domain_scores_gemma":[0.986015,0.00471319,0.002460092,0.002060662,0.002800082,0.001951033],"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":[0.8643407,0.01005113,0.001035705,0.02114753,0.002211886,0.0004588112,0.0004188916,0.001651901,0.00149622,0.01094949,0.05212687,0.03411094],"study_design_scores_gemma":[0.9216273,0.01611225,0.001394567,0.00272781,0.0008540563,0.00007523048,0.00009959693,0.001523871,0.0005317568,0.003538772,0.05142139,0.00009327],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00133107,0.0003273527,0.001421042,0.0002838405,0.0008280765,0.9920241,0.002305725,0.000102549,0.001376387],"genre_scores_gemma":[0.001442412,0.00009845713,0.001309571,0.0002233382,0.00007456804,0.9960956,0.0002242876,0.000006741856,0.000524993],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1361692,"threshold_uncertainty_score":0.4555314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2425414134444542,"score_gpt":0.5103965948632335,"score_spread":0.2678551814187793,"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."}}