{"id":"W2124698558","doi":"10.1183/09031936.00121611","title":"Matrix metalloproteinases in COPD","year":2011,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":316,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Matrix metalloproteinase; Medicine; COPD; Chronic bronchitis; Airway; Immunology; Pathology; Internal medicine; Anesthesia","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002604021,0.0007777461,0.002294509,0.001374809,0.0001890936,0.0001312381,0.0008476212,0.000213401,0.003513539],"category_scores_gemma":[0.0004379495,0.0006039879,0.001240031,0.0007488829,0.0002874637,0.0002194867,0.0004068769,0.003274518,0.003047001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103412,"about_ca_system_score_gemma":0.002307309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005745625,"about_ca_topic_score_gemma":0.000003495707,"domain_scores_codex":[0.9929181,0.002865414,0.00167488,0.0007691875,0.0008546316,0.0009178166],"domain_scores_gemma":[0.9968777,0.0001132833,0.0007723866,0.0009995709,0.0002543809,0.0009826251],"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":[0.0001018903,0.0003107516,0.0001914663,0.01345452,0.0003686429,0.02638665,0.00003921624,2.928575e-7,0.000004819317,0.0001150667,0.003853447,0.9551733],"study_design_scores_gemma":[0.00122164,0.0002271894,0.001966453,0.0166349,0.0007605359,0.003472968,0.00003036775,5.391675e-7,0.00000151751,0.00002021634,0.9751734,0.0004902532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002131526,0.9562943,0.000008293929,0.00001497479,0.0003608483,0.001323621,0.00004441254,0.00006475743,0.04167563],"genre_scores_gemma":[0.00003150147,0.9925458,0.0002168908,0.0001516313,0.001713539,0.00003503667,0.00002489544,0.0003420405,0.004938628],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.97132,"threshold_uncertainty_score":0.9996411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09779825758315291,"score_gpt":0.3734868656148286,"score_spread":0.2756886080316757,"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."}}