{"id":"W2142104245","doi":"10.1183/09031936.00010206","title":"Weaning from mechanical ventilation","year":2007,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Weaning; Medicine; Mechanical ventilation; Intensive care medicine; Pressure support ventilation; Intubation; Spontaneous breathing trial; Ventilation (architecture); Endotracheal tube; Emergency medicine; Anesthesia; 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":[0.001394718,0.0002574103,0.0005468467,0.0003664466,0.0005766469,0.001023865,0.0005889544,0.001147255,0.004315265],"category_scores_gemma":[0.005226489,0.00009433677,0.0005186937,0.0002141553,0.0005063885,0.0008171732,0.001301943,0.001496584,0.002169883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004946143,"about_ca_system_score_gemma":0.001041979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001943838,"about_ca_topic_score_gemma":0.0002236821,"domain_scores_codex":[0.9990395,0.0002677165,0.0001278129,0.00008837502,0.0003422145,0.0001345026],"domain_scores_gemma":[0.9987569,0.0003810198,0.0002174156,0.00009964505,0.0002186173,0.0003264579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004263923,0.0003564342,0.01245813,0.002527825,0.0001546381,0.002754996,0.0006687018,0.0003459984,0.009875,0.01828837,0.04801179,0.9041318],"study_design_scores_gemma":[0.0002617422,0.002690473,0.07766717,0.005425094,0.0001255247,0.0316534,0.0006723299,0.0007606241,0.007492496,0.03202854,0.841121,0.0001015782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1679131,0.4293192,0.03979919,0.0983457,0.02041676,0.001248949,0.0008383568,0.0006635918,0.2414553],"genre_scores_gemma":[0.756008,0.1401902,0.01527556,0.03347927,0.009228168,0.0006050208,0.0007643026,0.0001369134,0.04431259],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004315265,"threshold_uncertainty_score":0.01443595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04109569673845782,"score_gpt":0.2965471467592841,"score_spread":0.2554514500208263,"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."}}