{"id":"W2109067693","doi":"10.1111/resp.12254","title":"Year in review 2013: Acute lung injury, interstitial lung diseases, sleep and physiology","year":2014,"lang":"en","type":"review","venue":"Respirology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Lung; Respiratory physiology; Interstitial lung disease; Sleep (system call); Intensive care medicine; Physiology; Pathology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004378512,0.0005886396,0.00403431,0.0004531747,0.00004112495,0.00001004612,0.0002772904,0.0007451188,0.0006089019],"category_scores_gemma":[0.0001317162,0.0004574314,0.0005078589,0.0002473103,0.0001910038,0.0000548713,0.0002723824,0.0008269364,0.0002142091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125744,"about_ca_system_score_gemma":0.0002697771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000131835,"about_ca_topic_score_gemma":0.000009494582,"domain_scores_codex":[0.9967157,0.0005756642,0.001031509,0.0008732025,0.0001793367,0.0006245336],"domain_scores_gemma":[0.9982589,0.0001446105,0.0004255264,0.0007755731,0.00005235644,0.0003430192],"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":[0.0003249893,0.0001215246,0.0002244246,0.115876,0.0006642385,0.00052397,0.00001418747,2.434015e-8,0.0000354884,0.0004707213,0.05154668,0.8301978],"study_design_scores_gemma":[0.0006615983,0.0006558989,0.0000787251,0.01530219,0.003517684,0.0002126922,0.00000122952,0.00001338669,6.562251e-7,0.00004779073,0.9791649,0.0003432576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008038626,0.9964661,0.00003265656,0.0003323626,0.0007953031,0.001748184,0.00007442445,0.00005755292,0.0004130162],"genre_scores_gemma":[0.00003459817,0.9945539,0.00005092771,0.003343701,0.000864584,0.0002898205,0.0003817324,0.00009134929,0.0003893899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9276182,"threshold_uncertainty_score":0.9997877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789851983880272,"score_gpt":0.3523377215716589,"score_spread":0.3344392017328562,"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."}}