{"id":"W7074082423","doi":"","title":"Weaning from mechanical ventilation in intensive care units across 50 countries (WEAN SAFE):a multicentre, prospective, observational cohort study","year":2023,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Mechanical ventilation; Intensive care; Observational study; Weaning; Cohort study; Intensive care unit","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":[0.001410878,0.0007167555,0.0008484105,0.000753318,0.001317232,0.001635819,0.0009317549,0.001333173,0.001212693],"category_scores_gemma":[0.002523574,0.001100466,0.001093409,0.001920351,0.000597131,0.001316015,0.001495077,0.001753264,0.000302189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008145781,"about_ca_system_score_gemma":0.001120674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03166818,"about_ca_topic_score_gemma":0.04949261,"domain_scores_codex":[0.9987025,0.0003324677,0.0001273005,0.0003893669,0.0001147033,0.0003336639],"domain_scores_gemma":[0.9976674,0.000327037,0.0008996164,0.0002668317,0.0002568218,0.0005823386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001796643,0.0001462934,0.9977545,0.00001987086,0.0002182663,0.0001738769,0.0006232698,0.00002203848,0.0001496453,0.00002910614,0.0002189758,0.0004644608],"study_design_scores_gemma":[0.00002910619,0.0002330796,0.9972891,0.00002930008,0.0001146,0.0001841465,0.001821276,0.00009008808,0.00001983256,0.00001927506,0.0001587633,0.00001155734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999324,0.0001586049,0.0000446151,0.00002911178,0.000006914569,0.00001360642,0.000329469,0.000001444373,0.00009233248],"genre_scores_gemma":[0.9989601,0.0001697636,0.0001097739,0.00007474184,0.000006565571,0.00003535402,0.0004771087,0.000003878341,0.0001627036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03166818,"threshold_uncertainty_score":0.06296772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287501870081701,"score_gpt":0.3710094253602148,"score_spread":0.2422592383520446,"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."}}