{"id":"W2915556073","doi":"10.1186/cc11422","title":"Year in review 2011: Critical Care - respirology","year":2012,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; St. Michael's Hospital","funders":"Instituto de Salud Carlos III","keywords":"Medicine; Intensive care medicine; Acute respiratory distress; Mechanical ventilation; Pneumonia; Intensive care; Respiratory failure; Respiratory distress; Acute respiratory failure; Emergency medicine; Internal medicine; Lung; Anesthesia","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":[0.002342708,0.002106742,0.003936196,0.0115678,0.001156124,0.006559329,0.001861693,0.003497264,0.05835212],"category_scores_gemma":[0.01137459,0.0008643302,0.001275023,0.01179153,0.001017906,0.005555481,0.002481263,0.003791803,0.035536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002695397,"about_ca_system_score_gemma":0.005149681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001761451,"about_ca_topic_score_gemma":0.003999246,"domain_scores_codex":[0.9979443,0.0002761633,0.0005395418,0.0002841783,0.000729176,0.0002266888],"domain_scores_gemma":[0.983,0.003918435,0.002282287,0.0002753885,0.007896446,0.002627421],"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":[0.0001888103,0.00007335174,0.0009217514,0.02477974,0.0002017149,0.0004286074,0.00008481406,0.00009107389,0.0007463851,0.0009556658,0.5884993,0.3830287],"study_design_scores_gemma":[0.00003883955,0.00006881078,0.002150378,0.01254871,0.0002536208,0.002023968,0.0001069514,0.00003416665,0.0001508414,0.0003763156,0.9822207,0.00002670195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002909022,0.9146857,0.000165715,0.006109979,0.07007767,0.00008925259,0.0001977459,0.00003793141,0.008345023],"genre_scores_gemma":[0.002212738,0.9203795,0.0005126433,0.006479587,0.05597419,0.000085927,0.0005186189,0.00004702972,0.0137898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05835212,"threshold_uncertainty_score":0.1952072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05979211815583557,"score_gpt":0.4030275199935355,"score_spread":0.3432354018376999,"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."}}