{"id":"W2325260669","doi":"10.1111/resp.12053","title":"Year in review 2012: Acute lung injury, interstitial lung diseases, sleep and physiology","year":2013,"lang":"en","type":"review","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Interior Health","funders":"","keywords":"Medicine; Lung; Intensive care medicine; Sleep (system call); Respiratory physiology; Interstitial lung disease; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003061268,0.0007121682,0.003751099,0.0006531057,0.00005982901,0.00001835727,0.0004478701,0.0006777613,0.002672652],"category_scores_gemma":[0.0002439911,0.0005777471,0.0005828008,0.0004785493,0.0006234932,0.0001486424,0.0007439522,0.001390539,0.0004982732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006955537,"about_ca_system_score_gemma":0.0006738483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005504883,"about_ca_topic_score_gemma":0.000008715844,"domain_scores_codex":[0.9954433,0.0009740445,0.001023884,0.001224707,0.0003356582,0.0009983358],"domain_scores_gemma":[0.9976076,0.000317483,0.0003473877,0.00103457,0.000117291,0.0005757025],"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":[0.0003110882,0.0002044467,0.0003986545,0.15614,0.0008329375,0.0006521751,0.00000927203,3.91184e-8,0.000009826198,0.0002051287,0.03202153,0.8092149],"study_design_scores_gemma":[0.0009555136,0.0002596241,0.003055257,0.01961706,0.003365742,0.000316271,0.000003162969,0.00005981364,1.414936e-7,0.00007914776,0.9718394,0.0004488767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002259123,0.9937431,0.000003727055,0.0006020691,0.000446992,0.00384117,0.000353499,0.00005856802,0.0007249567],"genre_scores_gemma":[0.00004612719,0.9957336,0.00003563167,0.0007331522,0.0008567289,0.0008903884,0.0006900713,0.000125361,0.0008889352],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9398178,"threshold_uncertainty_score":0.9996674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160249451773049,"score_gpt":0.368181158872853,"score_spread":0.3465786643551225,"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."}}