{"id":"W2109114042","doi":"10.1186/cc11867","title":"Clinical review: Acute respiratory distress syndrome - clinical ventilator management and adjunct therapy","year":2013,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; ARDS; Intensive care medicine; Plateau pressure; Mechanical ventilation; Continuous positive airway pressure; Prone position; Ventilation (architecture); Lung; Anesthesia; Internal medicine; Obstructive sleep apnea","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006104151,0.001454226,0.002493876,0.004120578,0.0004197689,0.001523147,0.001373303,0.001401193,0.009199142],"category_scores_gemma":[0.002149191,0.0003527381,0.001056131,0.005243436,0.0005132703,0.001625477,0.0009447342,0.001668021,0.003116737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007600913,"about_ca_system_score_gemma":0.001988848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539394,"about_ca_topic_score_gemma":0.003198282,"domain_scores_codex":[0.9995043,0.00009631224,0.0001426181,0.00006213719,0.0001613333,0.00003326456],"domain_scores_gemma":[0.9990923,0.0004248696,0.0001932619,0.00002066939,0.0002117769,0.00005705482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008951015,0.0001017961,0.0002273974,0.1417151,0.0002805119,0.0003505687,0.0001027103,0.0002269648,0.0005520838,0.001209624,0.08226727,0.7728764],"study_design_scores_gemma":[0.00006498546,0.0001127062,0.001812069,0.0808263,0.000767505,0.004079062,0.0001490189,0.00008844195,0.0001859577,0.001484127,0.9103959,0.00003399331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005280017,0.9986554,0.00004767465,0.0001877025,0.0003176078,0.00001648613,0.00002505815,0.000004770151,0.0006924426],"genre_scores_gemma":[0.0003270587,0.9987685,0.0001245664,0.0002435216,0.0002260924,0.00001245082,0.00003649253,0.000001119035,0.0002600311],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009199142,"threshold_uncertainty_score":0.03077418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894742544694989,"score_gpt":0.498948284941931,"score_spread":0.309474030472432,"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."}}