{"id":"W4240707954","doi":"10.1136/bmj.j5055","title":"Acute respiratory distress syndrome","year":2017,"lang":"en","type":"article","venue":"BMJ","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Acute respiratory distress; Respiratory distress; Medicine; Respiratory system; Intensive care medicine; Distress; Internal medicine; Anesthesia; Clinical psychology; Lung","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":[0.0003508989,0.0004037268,0.0006076854,0.0007226325,0.000926824,0.0007618875,0.0003774783,0.001139961,0.04379633],"category_scores_gemma":[0.002316206,0.0000997892,0.0005767033,0.0008776552,0.0003341559,0.0005474826,0.001077114,0.001708051,0.01135942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005204118,"about_ca_system_score_gemma":0.001105607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228289,"about_ca_topic_score_gemma":0.0013224,"domain_scores_codex":[0.9991929,0.0001647532,0.0001211366,0.00007125812,0.0002451589,0.0002048535],"domain_scores_gemma":[0.9991859,0.0001250588,0.0001542493,0.00005686221,0.0002272712,0.000250642],"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":[0.0006094761,0.0005361958,0.1999703,0.002029551,0.0002775067,0.06502669,0.0007023572,0.0001973083,0.006526992,0.009946345,0.4608204,0.2533571],"study_design_scores_gemma":[0.0001976515,0.000482324,0.3209438,0.002214664,0.00009427766,0.07603908,0.0006815254,0.00023389,0.001012442,0.004073143,0.5939727,0.000054501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.09053662,0.06032165,0.002207048,0.04687493,0.01190253,0.0009697646,0.007734237,0.0004879609,0.7789652],"genre_scores_gemma":[0.7014899,0.0495446,0.002840756,0.03540669,0.01436018,0.00091479,0.01601638,0.00007665076,0.17935],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04379633,"threshold_uncertainty_score":0.1465133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04773072215702379,"score_gpt":0.3587673164360676,"score_spread":0.3110365942790438,"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."}}