{"id":"W2117834036","doi":"10.1001/jama.300.1.41-a","title":"Ventilation Strategies for Acute Lung Injury and Acute Respiratory Distress Syndrome","year":2008,"lang":"en","type":"letter","venue":"JAMA","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Family medicine; Psychiatry","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":[0.0006920776,0.0005792332,0.0007650006,0.0007320041,0.001643378,0.001211499,0.0007511886,0.009206356,0.01136215],"category_scores_gemma":[0.007438512,0.0002767312,0.0008475516,0.000528021,0.001203036,0.001970229,0.0009571686,0.007680572,0.00383235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410991,"about_ca_system_score_gemma":0.001451778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430762,"about_ca_topic_score_gemma":0.003561841,"domain_scores_codex":[0.9992632,0.0001820928,0.000114615,0.00006916242,0.0001701458,0.0002007846],"domain_scores_gemma":[0.9987332,0.0007026653,0.0001093145,0.00004884903,0.000166803,0.0002391266],"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":[0.0001418763,0.0002417806,0.01840126,0.0003750515,0.00005071169,0.2149621,0.0006336015,0.0002805919,0.0005676675,0.00670719,0.6952394,0.06239867],"study_design_scores_gemma":[0.000488584,0.0003783272,0.03231751,0.002718908,0.0001006091,0.470033,0.002035084,0.001764552,0.0006837432,0.0232889,0.4661076,0.00008305848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01786768,0.01878463,0.001272845,0.8234068,0.01757814,0.0001668456,0.0001544482,0.0001965109,0.120572],"genre_scores_gemma":[0.3299478,0.02356012,0.002592319,0.4457004,0.1272821,0.0004459909,0.0002836083,0.00008500756,0.07010269],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01136215,"threshold_uncertainty_score":0.03801024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160254588662128,"score_gpt":0.302730520386721,"score_spread":0.2811279745000997,"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."}}