{"id":"W2594734700","doi":"10.1164/rccm.201612-2415ci","title":"F <scp>ifty</scp> Y <scp>ears of</scp> R <scp>esearch in</scp> ARDS. Insight into Acute Respiratory Distress Syndrome. From Models to Patients","year":2017,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"ARDS; Medicine; Respiratory distress; Internal medicine; Anesthesia; Lung","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":[0.0009431622,0.0005217922,0.0007218228,0.003918998,0.0003736451,0.001128433,0.0007003439,0.001258216,0.01360807],"category_scores_gemma":[0.002721797,0.0001735996,0.000714401,0.00317957,0.000623405,0.001572431,0.0008543098,0.001636002,0.005073762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000661888,"about_ca_system_score_gemma":0.002240141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001953085,"about_ca_topic_score_gemma":0.003554772,"domain_scores_codex":[0.9996344,0.0000793515,0.00005010835,0.00005376426,0.0001409851,0.00004142453],"domain_scores_gemma":[0.998486,0.0008485964,0.0001497522,0.00005069996,0.0003550607,0.0001099932],"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":[0.00003781393,0.00002986026,0.0003582618,0.0166519,0.00007539651,0.0001503352,0.0001000076,0.000139996,0.0006176523,0.004245574,0.07259584,0.9049973],"study_design_scores_gemma":[0.000006633355,0.00003056656,0.0009099317,0.008716969,0.00006219863,0.0007445173,0.00009025058,0.00004388741,0.0002195771,0.001564115,0.9876007,0.00001061707],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001092618,0.9936756,0.0001548732,0.001350383,0.0006549201,0.000007693155,0.00004706642,0.0000143102,0.00398579],"genre_scores_gemma":[0.000966765,0.9963878,0.000203749,0.0005414991,0.0004472404,0.000006862189,0.00005835259,0.000003548143,0.00138416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01360807,"threshold_uncertainty_score":0.04552352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07087195357923448,"score_gpt":0.3774193976898867,"score_spread":0.3065474441106522,"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."}}