{"id":"W2114032934","doi":"10.1136/thx.2007.088575","title":"Is inflammation good, bad or irrelevant for skeletal muscles in COPD?","year":2007,"lang":"en","type":"letter","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Inflammation; COPD; Skeletal muscle; Intensive care medicine; Bioinformatics; Immunology; 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":[0.0005946248,0.0004997162,0.000808545,0.0007234261,0.00008562838,0.00004713707,0.0003177598,0.0009582399,0.001661913],"category_scores_gemma":[0.000291377,0.0004239936,0.00033522,0.0004636929,0.0002304901,0.0001493273,0.0001375356,0.001830953,0.0003660766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086383,"about_ca_system_score_gemma":0.0008602159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187422,"about_ca_topic_score_gemma":0.000117392,"domain_scores_codex":[0.9963304,0.0001229333,0.0006923387,0.0007962053,0.001050164,0.001007955],"domain_scores_gemma":[0.9980218,0.000495698,0.000210364,0.0007693722,0.0002967956,0.0002059562],"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":[0.00109131,0.0001201699,0.001263647,0.00556782,0.0001794168,0.003089764,0.0002402312,0.000001957074,0.0005418935,0.00005811471,0.8942275,0.09361815],"study_design_scores_gemma":[0.002775714,0.000229124,0.02572962,0.0008343115,0.0002000848,0.0001001201,0.0001000318,0.0006788963,0.0005155071,0.0003857941,0.9679544,0.0004963892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1128938,0.003770431,0.0007711375,0.8464137,0.001378973,0.01156064,0.001712585,0.0003838587,0.02111495],"genre_scores_gemma":[0.03596927,0.001153623,0.008224306,0.6355739,0.05387742,0.002688175,0.01747574,0.001468495,0.2435691],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2224541,"threshold_uncertainty_score":0.9998212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03912585650505322,"score_gpt":0.3484191421170869,"score_spread":0.3092932856120336,"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."}}