{"id":"W2314152793","doi":"10.1097/ccm.0000000000000677","title":"Extracorporeal Co2 Removal for Chronic Obstructive Pulmonary Disease","year":2014,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Pulmonary disease; Research centre; Library science; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001890515,0.0006599586,0.0009974054,0.0001649301,0.0001021296,0.00002663725,0.0004984039,0.0008705271,0.0008084488],"category_scores_gemma":[0.0008809073,0.0005883148,0.0002888278,0.0001337924,0.0005107964,0.00009315792,0.00005032622,0.001736924,0.00007154956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004439895,"about_ca_system_score_gemma":0.0001266361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006741651,"about_ca_topic_score_gemma":0.000002616113,"domain_scores_codex":[0.996777,0.00008250746,0.0006949376,0.0007838148,0.0007545727,0.0009071697],"domain_scores_gemma":[0.9970165,0.00116266,0.0000569017,0.0008347188,0.0003415607,0.0005875872],"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":[0.00003881811,0.00001250617,0.0001035079,0.02326686,0.00009870246,0.008764923,0.00009132079,0.00005304565,0.0001472665,0.00360792,0.9545444,0.009270689],"study_design_scores_gemma":[0.0004127419,0.0001694512,0.0002550246,0.0006778283,0.0008036168,0.0002429523,0.00008911076,0.005635234,0.0000349165,0.006606443,0.984328,0.000744707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001218838,0.07174073,0.0561769,0.8078145,0.01995846,0.004234164,0.002125065,0.003179138,0.03355217],"genre_scores_gemma":[0.6739461,0.00002365204,0.000847753,0.260075,0.05685601,0.0006139661,0.00661189,0.0005865674,0.0004390271],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6727272,"threshold_uncertainty_score":0.9996569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323931668709422,"score_gpt":0.2731405727224988,"score_spread":0.2499012560354046,"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."}}