{"id":"W4387262569","doi":"10.1186/s13063-023-07079-5","title":"Frequency of screening and SBT Technique Trial—North American Weaning Collaboration (FAST-NAWC): an update to the protocol and statistical analysis plan","year":2023,"lang":"en","type":"article","venue":"Trials","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Niagara Health System; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Centre Hospitalier de l’Université de Montréal; Université Laval; University of British Columbia; Centre Hospitalier Universitaire de Sherbrooke; Ottawa Hospital; Hôpital de l'Enfant-Jésus; University of Ottawa; Impact; McMaster University; Muscular Dystrophy Canada; University of Toronto; Centre for Advancing Health Outcomes; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Protocol (science); Clinical trial; Randomized controlled trial; Research design; Coronavirus disease 2019 (COVID-19); Intensive care; Emergency medicine; Intensive care medicine; Surgery; Alternative medicine; Disease; Internal medicine; Pathology; Statistics","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":[0.1547816,0.004393354,0.006896483,0.004696372,0.00223812,0.005130406,0.003225098,0.007691468,0.0591443],"category_scores_gemma":[0.2330028,0.004155058,0.006852654,0.005538599,0.002620308,0.003278309,0.002402288,0.01379088,0.02592652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005707812,"about_ca_system_score_gemma":0.02050257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678631,"about_ca_topic_score_gemma":0.002628053,"domain_scores_codex":[0.8522553,0.112049,0.0207456,0.004575581,0.007959673,0.002414707],"domain_scores_gemma":[0.8545713,0.07115765,0.0164583,0.02433668,0.0306033,0.0028728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.08509882,0.002417701,0.001831596,0.05075577,0.003295048,0.0004481872,0.001012373,0.003021998,0.002423662,0.01757199,0.639296,0.1928268],"study_design_scores_gemma":[0.1907609,0.005193691,0.007678011,0.03745819,0.002832043,0.0004341205,0.0002692123,0.00922906,0.003109999,0.02590089,0.7165354,0.0005984385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001039583,0.001184517,0.0365992,0.003650952,0.004640081,0.9291539,0.01838487,0.001291492,0.004055551],"genre_scores_gemma":[0.0005557482,0.0003101366,0.01683721,0.0006937954,0.0001778351,0.9795471,0.00101627,0.00008312022,0.000778864],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1547816,"threshold_uncertainty_score":0.8185729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100144428918869,"score_gpt":0.4233176612117077,"score_spread":0.3231732322928387,"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."}}