{"id":"W2915986670","doi":"10.1186/cc10541","title":"Year in review 2010: Critical Care - respirology","year":2011,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Weaning; Diaphragmatic breathing; Lung; Intensive care medicine; Ventilation (architecture); Critical illness; Emergency medicine; Cardiology; Critically ill; Internal medicine; Pathology; Alternative medicine; Mechanical engineering","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":[0.001284394,0.001960945,0.003519721,0.006818002,0.0007729981,0.003694301,0.001727671,0.002521683,0.04073087],"category_scores_gemma":[0.004779121,0.0006761467,0.0009987131,0.009050084,0.0008225839,0.004433348,0.002335786,0.003611115,0.03382712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502952,"about_ca_system_score_gemma":0.004071301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139567,"about_ca_topic_score_gemma":0.002755385,"domain_scores_codex":[0.9989194,0.0001207553,0.0002477387,0.0002115723,0.0003783337,0.0001222956],"domain_scores_gemma":[0.9957823,0.001114058,0.0007110113,0.00009869536,0.001608383,0.0006855959],"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":[0.0001297987,0.00005149368,0.0002821136,0.03010532,0.0001277498,0.0002596448,0.00009388073,0.0001148774,0.00103256,0.001554937,0.3455971,0.6206505],"study_design_scores_gemma":[0.00001946108,0.0000418848,0.0006883822,0.005725006,0.0001454855,0.001311566,0.00007053492,0.00002325271,0.0001081218,0.0004016336,0.9914459,0.00001887517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008667303,0.9805312,0.0001201307,0.001398258,0.01434069,0.00002527398,0.00008458414,0.00002704508,0.00338619],"genre_scores_gemma":[0.0007919883,0.9799311,0.0003503912,0.001949359,0.01000885,0.00003407105,0.0002515443,0.00001797229,0.006664706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04073087,"threshold_uncertainty_score":0.1362583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1721111793162074,"score_gpt":0.4553804167472956,"score_spread":0.2832692374310882,"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."}}