{"id":"W2035252078","doi":"10.1155/2012/416862","title":"Low Tidal Volume Ventilation in Patients without Acute Respiratory Distress Syndrome: A Paradigm Shift in Mechanical Ventilation","year":2012,"lang":"en","type":"article","venue":"Critical Care Research and Practice","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; Jewish General Hospital","funders":"","keywords":"Medicine; ARDS; Mechanical ventilation; Tidal volume; Ventilation (architecture); Acute respiratory distress; Intensive care medicine; Respiratory distress; Lung; Anesthesia; Respiratory system; 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":[0.007195293,0.000398574,0.001145515,0.0005437424,0.0005953974,0.001826365,0.001473001,0.003209986,0.0007680334],"category_scores_gemma":[0.007719958,0.000128612,0.0005187908,0.0004717698,0.002953349,0.002739387,0.001490144,0.005497155,0.0003032526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496319,"about_ca_system_score_gemma":0.003207465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006523845,"about_ca_topic_score_gemma":0.001277157,"domain_scores_codex":[0.9978043,0.000969138,0.0003239113,0.0003004078,0.0004651365,0.0001370702],"domain_scores_gemma":[0.9955438,0.002633343,0.0005113306,0.0001324105,0.0006786195,0.0005004759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002439907,0.001255031,0.05489206,0.00693665,0.0002780965,0.005948704,0.003587201,0.0009831012,0.01273364,0.06149098,0.03896903,0.8104857],"study_design_scores_gemma":[0.003229738,0.01157862,0.2295576,0.02627327,0.0008683612,0.05146196,0.01432043,0.00625851,0.009797839,0.2036661,0.4424284,0.0005591807],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06701972,0.2891147,0.006014451,0.6237369,0.005737823,0.00007968119,0.00005052359,0.00004697623,0.008199202],"genre_scores_gemma":[0.5720225,0.2479521,0.01277879,0.1342857,0.03128465,0.0003275448,0.00009797678,0.00005296718,0.001197752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007195293,"threshold_uncertainty_score":0.0380528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07359321070133909,"score_gpt":0.4263929539063716,"score_spread":0.3527997432050325,"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."}}