{"id":"W2012207344","doi":"10.1164/rccm.2210002","title":"Controversies around Lung Protective Mechanical Ventilation","year":2002,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Mechanical ventilation; Lung; Intensive care medicine; Ventilation (architecture); Anesthesia; Internal 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":[0.01880448,0.000910967,0.002218697,0.001365605,0.009656216,0.009448452,0.004238314,0.1240965,0.008628578],"category_scores_gemma":[0.1003402,0.001236459,0.001687465,0.001452974,0.01388875,0.008526789,0.005217801,0.09391812,0.004484621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008232485,"about_ca_system_score_gemma":0.007425529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003941483,"about_ca_topic_score_gemma":0.007413115,"domain_scores_codex":[0.9861291,0.006096561,0.001533172,0.001451324,0.003152154,0.001637631],"domain_scores_gemma":[0.932772,0.04825444,0.003426659,0.001393638,0.0077662,0.006386971],"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":[0.0002100912,0.00007003624,0.001146508,0.000241718,0.00006842566,0.004315396,0.0006746643,0.0001874624,0.0002539336,0.02351992,0.9479845,0.02132736],"study_design_scores_gemma":[0.0004241402,0.00008955441,0.001141137,0.00146581,0.0001323686,0.004217791,0.001571665,0.0004665622,0.0002622591,0.05545191,0.93467,0.0001067478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002447572,0.002718361,0.00007809745,0.9806974,0.01412422,0.000003236068,0.000005689515,0.00000611661,0.002122123],"genre_scores_gemma":[0.005806787,0.001664579,0.0001422937,0.9280579,0.06288719,0.00001632938,0.000008998883,0.00001210723,0.001403805],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1240965,"threshold_uncertainty_score":0.09944874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309238192570636,"score_gpt":0.3062604355172756,"score_spread":0.2831680535915693,"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."}}