{"id":"W2086451668","doi":"10.1097/ccm.0000000000000564","title":"Underuse Versus Equipoise for Low Tidal Volume Ventilation in Acute Respiratory Distress Syndrome","year":2014,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Acute respiratory distress; Medicine; Tidal volume; Respiratory distress; Ventilation (architecture); Anesthesia; Intensive care medicine; Emergency medicine; Respiratory system; Lung; Psychiatry; Internal medicine; Mechanical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009623294,0.0003154453,0.0007563849,0.0005666275,0.002050237,0.001299877,0.0007661033,0.01296827,0.003872303],"category_scores_gemma":[0.009624049,0.0002203751,0.0004588788,0.000680931,0.001861939,0.001116421,0.0004789566,0.008545006,0.001382593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00492653,"about_ca_system_score_gemma":0.001995287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006744875,"about_ca_topic_score_gemma":0.01382491,"domain_scores_codex":[0.999247,0.0003024364,0.0001001929,0.00006653461,0.0001091136,0.0001747939],"domain_scores_gemma":[0.9966804,0.002201267,0.0002500157,0.00006434216,0.0003842213,0.0004198526],"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":[0.0008703235,0.0001819788,0.03201531,0.0002829218,0.00009166007,0.2063317,0.001072155,0.0004518384,0.0009457856,0.0115519,0.6902193,0.05598527],"study_design_scores_gemma":[0.001280901,0.001093721,0.07539257,0.004203252,0.0004275158,0.3992316,0.006927579,0.00539077,0.001644436,0.05242948,0.451727,0.0002511573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02334956,0.009934494,0.0002422969,0.935982,0.007492648,0.00003283525,0.00007904189,0.0000242782,0.02286277],"genre_scores_gemma":[0.420188,0.01382327,0.0005592564,0.4855607,0.0671966,0.00006959335,0.0001403428,0.0000382979,0.01242403],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01296827,"threshold_uncertainty_score":0.03574467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05501524767895252,"score_gpt":0.3521518214684595,"score_spread":0.297136573789507,"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."}}