{"id":"W3157832285","doi":"10.1164/rccm.202104-0844ed","title":"Postextubation Respiratory Support: Of Clinical Trials and Clinical Decisions","year":2021,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Muscular Dystrophy Canada; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Intensive care medicine; Clinical trial; MEDLINE; Internal medicine","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":[0.1889858,0.001585764,0.006559858,0.003512119,0.006434961,0.01903154,0.005612564,0.06851611,0.009094335],"category_scores_gemma":[0.4258206,0.001832772,0.003388529,0.004141391,0.01283884,0.01578751,0.004553634,0.04357178,0.005248293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0125865,"about_ca_system_score_gemma":0.02414197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027649,"about_ca_topic_score_gemma":0.005555507,"domain_scores_codex":[0.7792503,0.1650098,0.02200359,0.005607388,0.02444753,0.003681393],"domain_scores_gemma":[0.2739517,0.610386,0.02334698,0.01352214,0.04867331,0.03011977],"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":[0.001737031,0.0002224731,0.002278068,0.00100852,0.0002727288,0.0009005076,0.0003266426,0.0001495184,0.0001742128,0.01473438,0.9154972,0.0626986],"study_design_scores_gemma":[0.003124051,0.0006853295,0.002302052,0.00664018,0.0005825654,0.001604615,0.0009209764,0.001603613,0.0002728274,0.1071458,0.8748634,0.0002544974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003032039,0.00843816,0.0002182711,0.967325,0.02082108,0.00004312876,0.00006876508,0.00001241143,0.002769967],"genre_scores_gemma":[0.008050308,0.005472504,0.001603307,0.8005429,0.1823109,0.000305746,0.00007172926,0.00002693852,0.001615722],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1889858,"threshold_uncertainty_score":0.9994641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2002496306463498,"score_gpt":0.4899334767136756,"score_spread":0.2896838460673258,"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."}}