{"id":"W4361301739","doi":"10.1186/s13063-023-07163-w","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":"article","venue":"Trials","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Institut universitaire de cardiologie et de pneumologie de Québec; Toronto General Hospital; North York General Hospital; University Health Network; Health Sciences Centre; Public Health Ontario; Université Laval; Centre Hospitalier de l’Université de Montréal; McGill University; Hôpital du Sacré-Cœur de Montréal; University of Toronto; Western University; Sunnybrook Health Science Centre; St. Michael's Hospital; London Health Sciences Centre; Lawson Health Research Institute","funders":"Arts and Humanities Research Council; Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Mechanical ventilation; Protocol (science); Duration (music); Ventilation (architecture); Research design; Physical therapy; Anesthesia; Surgery; Alternative medicine; Engineering; Statistics; Mechanical engineering","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":[0.02296005,0.006872781,0.00902164,0.002118782,0.003109249,0.004033801,0.002767164,0.006952672,0.1451313],"category_scores_gemma":[0.03341793,0.002863522,0.003986352,0.002937479,0.002920388,0.003098449,0.001555385,0.009260022,0.02106984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003528944,"about_ca_system_score_gemma":0.01495249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002015919,"about_ca_topic_score_gemma":0.003709696,"domain_scores_codex":[0.9826676,0.01017026,0.001878628,0.001929159,0.001742127,0.001612142],"domain_scores_gemma":[0.985648,0.005027797,0.002521691,0.00206659,0.002721408,0.002014533],"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":[0.8585667,0.01017838,0.001080111,0.022525,0.002303798,0.0005003771,0.0004609388,0.001707875,0.001517677,0.01132322,0.05533385,0.03450216],"study_design_scores_gemma":[0.9199908,0.01474953,0.001397584,0.002828976,0.0008348948,0.0000804301,0.0001032719,0.001492099,0.0004922217,0.003802194,0.0541369,0.00009109762],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001279714,0.0003774311,0.001456661,0.00031084,0.0008902118,0.9914761,0.002537588,0.0001123498,0.001559157],"genre_scores_gemma":[0.001409952,0.000108413,0.001420089,0.0002475589,0.0000760824,0.9959186,0.000243965,0.000007310296,0.000568049],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1451313,"threshold_uncertainty_score":0.4855126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2378781789767236,"score_gpt":0.4788277232201954,"score_spread":0.2409495442434718,"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."}}